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2020 – today
- 2025
[j209]Yu Zhao
, Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua:
Grammar induction from visual, speech and text. Artif. Intell. 341: 104306 (2025)- [j208]Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Meng Wang, Tat-Seng Chua, Yao Zhao:
PSVMA+: Exploring Multi-Granularity Semantic-Visual Adaption for Generalized Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 47(1): 51-66 (2025) - [j207]Bobo Li, Hao Fei, Fei Li, Shengqiong Wu, Lizi Liao, Yinwei Wei, Tat-Seng Chua, Donghong Ji:
Revisiting Conversation Discourse for Dialogue Disentanglement. ACM Trans. Inf. Syst. 43(1): 15:1-15:34 (2025) - [j206]Xiaolin Chen, Xuemeng Song, Jianhui Zuo, Yinwei Wei, Liqiang Nie, Tat-Seng Chua:
Domain-aware Multimodal Dialog Systems with Distribution-based User Characteristic Modeling. ACM Trans. Multim. Comput. Commun. Appl. 21(2): 66:1-66:22 (2025) - [c575]Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Tat-Seng Chua, Yao Zhao:
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning. AAAI 2025: 5504-5512 - [c574]Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua:
Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning. AAAI 2025: 8460-8468 - [c573]Zheqi Lv, Keming Ye, Zishu Wei, Qi Tian, Shengyu Zhang, Wenqiao Zhang, Wenjie Wang, Kun Kuang, Tat-Seng Chua, Fei Wu:
Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration. AAAI 2025: 19233-19241 - [c572]Tu Ao, Yanhua Yu, Yuling Wang, Yang Deng, Zirui Guo, Liang Pang, Pinghui Wang, Tat-Seng Chua, Xiao Zhang, Zhen Cai:
LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph. AAAI 2025: 23424-23432 - [c571]Yong Zhao, Yang Deng, See-Kiong Ng, Tat-Seng Chua:
Aligning Large Language Models for Faithful Integrity Against Opposing Argument. AAAI 2025: 27748-27756 - [c570]Xiaohao Liu, Jie Wu, Zhulin Tao, Yunshan Ma, Yinwei Wei, Tat-Seng Chua:
Fine-tuning Multimodal Large Language Models for Product Bundling. KDD (1) 2025: 848-858 - [c569]Hongru Cai, Yongqi Li, Wenjie Wang, Fengbin Zhu, Xiaoyu Shen, Wenjie Li, Tat-Seng Chua:
Large Language Models Empowered Personalized Web Agents. WWW 2025: 198-215 - [c568]Ruiyang Ren, Yuhao Wang, Kun Zhou, Wayne Xin Zhao, Wenjie Wang, Jing Liu, Ji-Rong Wen, Tat-Seng Chua:
Self-Calibrated Listwise Reranking with Large Language Models. WWW 2025: 3692-3701 - [c567]Qian Dong, Qingyao Ai, Hongning Wang, Yiding Liu, Haitao Li, Weihang Su, Yiqun Liu, Tat-Seng Chua, Shaoping Ma:
Decoupling Knowledge and Context: An Efficient and Effective Retrieval Augmented Generation Framework via Cross Attention. WWW 2025: 4386-4395 - [i326]Yong Zhao, Yang Deng, See-Kiong Ng, Tat-Seng Chua:
Aligning Large Language Models for Faithful Integrity Against Opposing Argument. CoRR abs/2501.01336 (2025) - [i325]Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua, Jimmy Xiangji Huang:
How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond. CoRR abs/2501.05714 (2025) - [i324]Han Liu, Yinwei Wei, Fan Liu, Wenjie Wang, Liqiang Nie, Tat-Seng Chua:
Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation. CoRR abs/2501.07110 (2025) - [i323]Zheqi Lv, Keming Ye, Zishu Wei, Qi Tian, Shengyu Zhang, Wenqiao Zhang, Wenjie Wang, Kun Kuang, Tat-Seng Chua, Fei Wu:
Optimize Incompatible Parameters through Compatibility-aware Knowledge Integration. CoRR abs/2501.07596 (2025) - [i322]He Chang, Jie Wu, Zhulin Tao, Yunshan Ma, Xianglin Huang, Tat-Seng Chua:
Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model. CoRR abs/2501.11911 (2025) - [i321]Meng Chu, Yicong Li, Tat-Seng Chua:
Understanding Long Videos via LLM-Powered Entity Relation Graphs. CoRR abs/2501.15953 (2025) - [i320]Zhenglin Zhou, Xiaobo Xia, Fan Ma, Hehe Fan, Yi Yang, Tat-Seng Chua:
DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization. CoRR abs/2502.04370 (2025) - [i319]Ruiyang Ren, Yuhao Wang, Junyi Li, Jinhao Jiang, Wayne Xin Zhao, Wenjie Wang, Tat-Seng Chua:
Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking. CoRR abs/2502.04751 (2025) - [i318]Houcheng Jiang, Junfeng Fang, Ningyu Zhang, Guojun Ma, Mingyang Wan, Xiang Wang, Xiangnan He, Tat-Seng Chua:
AnyEdit: Edit Any Knowledge Encoded in Language Models. CoRR abs/2502.05628 (2025) - [i317]Yan Weng, Fengbin Zhu, Tong Ye, Haoyan Liu, Fuli Feng, Tat-Seng Chua:
Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection. CoRR abs/2502.06148 (2025) - [i316]Haowen Gao, Liang Pang, Shicheng Xu, Leigang Qu, Tat-Seng Chua, Huawei Shen, Xueqi Cheng:
Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos. CoRR abs/2502.07327 (2025) - [i315]Sheng Zhou, Junbin Xiao, Qingyun Li, Yicong Li, Xun Yang, Dan Guo, Meng Wang, Tat-Seng Chua, Angela Yao:
EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering. CoRR abs/2502.07411 (2025) - [i314]Chen Xu, Yuxin Li, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua:
Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation. CoRR abs/2502.09319 (2025) - [i313]Fei Shen, Cong Wang, Junyao Gao, Qin Guo, Jisheng Dang, Jinhui Tang, Tat-Seng Chua:
Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model. CoRR abs/2502.09533 (2025) - [i312]Xinyu Lin, Haihan Shi, Wenjie Wang, Fuli Feng, Qifan Wang, See-Kiong Ng, Tat-Seng Chua:
Order-agnostic Identifier for Large Language Model-based Generative Recommendation. CoRR abs/2502.10833 (2025) - [i311]Zhiyuan Liu, Yanchen Luo, Han Huang, Enzhi Zhang, Sihang Li, Junfeng Fang, Yaorui Shi, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua:
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation. CoRR abs/2502.12638 (2025) - [i310]Moxin Li, Yuantao Zhang, Wenjie Wang, Wentao Shi, Zhuo Liu, Fuli Feng, Tat-Seng Chua:
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment. CoRR abs/2502.14354 (2025) - [i309]Hongzhan Lin, Yang Deng, Yuxuan Gu, Wenxuan Zhang, Jing Ma, See-Kiong Ng, Tat-Seng Chua:
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models. CoRR abs/2502.17924 (2025) - [i308]Weixiang Zhao, Yulin Hu, Yang Deng, Jiahe Guo, Xingyu Sui, Xinyang Han, An Zhang, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu:
Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs. CoRR abs/2502.20968 (2025) - [i307]Yilun Qiu, Xiaoyan Zhao, Yang Zhang, Yimeng Bai, Wenjie Wang, Hong Cheng, Fuli Feng, Tat-Seng Chua:
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization. CoRR abs/2503.02450 (2025) - [i306]Yiyan Xu, Jinghao Zhang, Alireza Salemi, Xinting Hu, Wenjie Wang, Fuli Feng, Hamed Zamani, Xiangnan He, Tat-Seng Chua:
Personalized Generation In Large Model Era: A Survey. CoRR abs/2503.02614 (2025) - [i305]Fengbin Zhu, Junfeng Li, Liangming Pan, Wenjie Wang, Fuli Feng, Chao Wang, Huanbo Luan, Tat-Seng Chua:
FinTMMBench: Benchmarking Temporal-Aware Multi-Modal RAG in Finance. CoRR abs/2503.05185 (2025) - [i304]Jinghao Zhang, Yuting Liu, Wenjie Wang, Qiang Liu, Shu Wu, Liang Wang, Tat-Seng Chua:
Personalized Text Generation with Contrastive Activation Steering. CoRR abs/2503.05213 (2025) - [i303]Zhe Jin, Tat-Seng Chua:
Compose Your Aesthetics: Empowering Text-to-Image Models with the Principles of Art. CoRR abs/2503.12018 (2025) - [i302]Xiaohao Liu, Xiaobo Xia, See-Kiong Ng, Tat-Seng Chua:
Continual Multimodal Contrastive Learning. CoRR abs/2503.14963 (2025) - [i301]Shengqiong Wu, Hao Fei, Tat-Seng Chua:
Universal Scene Graph Generation. CoRR abs/2503.15005 (2025) - [i300]Shengqiong Wu, Hao Fei, Jingkang Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Tat-Seng Chua:
Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene. CoRR abs/2503.15019 (2025) - [i299]Yanchen Luo, Zhiyuan Liu, Yi Zhao, Sihang Li, Kenji Kawaguchi, Tat-Seng Chua, Xiang Wang:
Towards Unified Latent Space for 3D Molecular Latent Diffusion Modeling. CoRR abs/2503.15567 (2025) - [i298]Zhenglin Zhou, Fan Ma, Hehe Fan, Tat-Seng Chua:
Zero-1-to-A: Zero-Shot One Image to Animatable Head Avatars Using Video Diffusion. CoRR abs/2503.15851 (2025) - [i297]Weixiang Zhao, Xingyu Sui, Jiahe Guo, Yulin Hu, Yang Deng, Yanyan Zhao, Bing Qin, Wanxiang Che, Tat-Seng Chua, Ting Liu:
Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities. CoRR abs/2503.17979 (2025) - [i296]Bingchen Miao, Yang Wu, Minghe Gao, Qifan Yu, Wendong Bu, Wenqiao Zhang, Yunfei Li, Siliang Tang, Tat-Seng Chua, Juncheng Li:
Boosting Virtual Agent Learning and Reasoning: A Step-wise, Multi-dimensional, and Generalist Reward Model with Benchmark. CoRR abs/2503.18665 (2025) - [i295]Hongru Cai, Yongqi Li, Ruifeng Yuan, Wenjie Wang, Zhen Zhang, Wenjie Li, Tat-Seng Chua:
Exploring Training and Inference Scaling Laws in Generative Retrieval. CoRR abs/2503.18941 (2025) - [i294]Kai Liu, Wei Li, Lai Chen, Shengqiong Wu, Yanhao Zheng, Jiayi Ji, Fan Zhou, Rongxin Jiang, Jiebo Luo, Hao Fei, Tat-Seng Chua:
JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization. CoRR abs/2503.23377 (2025) - [i293]Shengqiong Wu, Weicai Ye, Jiahao Wang, Quande Liu, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai, Shuicheng Yan, Hao Fei, Tat-Seng Chua:
Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation. CoRR abs/2503.24379 (2025) - 2024
- [j205]Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
CPT: Colorful Prompt Tuning for pre-trained vision-language models. AI Open 5: 30-38 (2024) - [j204]Yujuan Ding, Zhihui Lai, P. Y. Mok, Tat-Seng Chua:
Computational Technologies for Fashion Recommendation: A Survey. ACM Comput. Surv. 56(5): 121:1-121:45 (2024) - [j203]Ang Ma, Yanhua Yu, Chuan Shi, Zirui Guo, Tat-Seng Chua:
Cross-view hypergraph contrastive learning for attribute-aware recommendation. Inf. Process. Manag. 61(4): 103701 (2024) - [j202]Yongduo Sui, Xiang Wang, Tianlong Chen, Meng Wang, Xiangnan He, Tat-Seng Chua:
Inductive Lottery Ticket Learning for Graph Neural Networks. J. Comput. Sci. Technol. 39(6): 1223-1237 (2024) - [j201]Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua, Shuicheng Yan:
Enhancing Video-Language Representations With Structural Spatio-Temporal Alignment. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 7701-7719 (2024) - [j200]Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Chenggang Yan, Yi Yang, Tat-Seng Chua:
Multiple-environment Self-adaptive Network for aerial-view geo-localization. Pattern Recognit. 152: 110363 (2024) - [j199]Tat-Seng Chua, Chong-Wah Ngo, Ravi Kumar, Hady W. Lauw, Dick C. A. Bulterman:
The ACM Web Conference 2024 Report. SIGWEB Newsl. 2024(Summer): 1-5 (2024) - [j198]Jingyun Xu, Jiayuan Xie, Yi Cai, Zehang Lin, Ho-fung Leung, Qing Li, Tat-Seng Chua:
Context-Aware Dynamic Word Embeddings for Aspect Term Extraction. IEEE Trans. Affect. Comput. 15(1): 144-156 (2024) - [j197]Jianwu Fang, Fan Wang, Jianru Xue, Tat-Seng Chua:
Behavioral Intention Prediction in Driving Scenes: A Survey. IEEE Trans. Intell. Transp. Syst. 25(8): 8334-8355 (2024) - [j196]Yongduo Sui, Wenyu Mao, Shuyao Wang, Xiang Wang, Jiancan Wu, Xiangnan He, Tat-Seng Chua:
Enhancing Out-of-distribution Generalization on Graphs via Causal Attention Learning. ACM Trans. Knowl. Discov. Data 18(5): 127:1-127:24 (2024) - [j195]Shengyu Zhang, Ziqi Jiang, Jiangchao Yao, Fuli Feng, Kun Kuang, Zhou Zhao, Shuo Li, Hongxia Yang, Tat-Seng Chua, Fei Wu:
Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems. IEEE Trans. Knowl. Data Eng. 36(2): 459-474 (2024) - [j194]Yinwei Wei, Xiaoyang Qu, Xiang Wang, Yunshan Ma, Liqiang Nie, Tat-Seng Chua:
Rule-Guided Counterfactual Explainable Recommendation. IEEE Trans. Knowl. Data Eng. 36(5): 2179-2190 (2024) - [j193]Xun Deng, Fuli Feng, Xiang Wang, Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
Learning to Double-Check Model Prediction From a Causal Perspective. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5054-5063 (2024) - [j192]Wenjie Wang, Xinyu Lin, Liuhui Wang, Fuli Feng, Yunshan Ma, Tat-Seng Chua:
Causal Disentangled Recommendation against User Preference Shifts. ACM Trans. Inf. Syst. 42(1): 12:1-12:27 (2024) - [j191]Shengyu Zhang, Tan Jiang, Kun Kuang, Fuli Feng, Jin Yu, Jianxin Ma, Zhou Zhao, Jianke Zhu, Hongxia Yang, Tat-Seng Chua, Fei Wu:
SLED: Structure Learning based Denoising for Recommendation. ACM Trans. Inf. Syst. 42(2): 43:1-43:31 (2024) - [j190]Han Liu, Yinwei Wei, Fan Liu, Wenjie Wang, Liqiang Nie, Tat-Seng Chua:
Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation. ACM Trans. Inf. Syst. 42(2): 47:1-47:26 (2024) - [j189]An Zhang, Wenchang Ma, Jingnan Zheng, Xiang Wang, Tat-Seng Chua:
Robust Collaborative Filtering to Popularity Distribution Shift. ACM Trans. Inf. Syst. 42(3): 80:1-80:25 (2024) - [j188]Yunshan Ma, Yingzhi He, Xiang Wang, Yinwei Wei, Xiaoyu Du, Yuyangzi Fu, Tat-Seng Chua:
MultiCBR: Multi-view Contrastive Learning for Bundle Recommendation. ACM Trans. Inf. Syst. 42(4): 100:1-100:23 (2024) - [j187]Jun Li, Yi Bin, Yunshan Ma, Yang Yang, Zi Huang, Tat-Seng Chua:
Filter-based Stance Network for Rumor Verification. ACM Trans. Inf. Syst. 42(4): 108:1-108:28 (2024) - [j186]Yujia Zhou, Jing Yao, Zhicheng Dou, Yiteng Tu, Ledell Wu, Tat-Seng Chua, Ji-Rong Wen:
ROGER: Ranking-Oriented Generative Retrieval. ACM Trans. Inf. Syst. 42(6): 155:1-155:25 (2024) - [j185]Jingyun Xu, Junnan Yu, Yi Cai, Tat-Seng Chua:
Dual Contrastive Learning for Cross-Domain Named Entity Recognition. ACM Trans. Inf. Syst. 42(6): 163:1-163:33 (2024) - [c566]Xinyu Lin, Wenjie Wang, Jujia Zhao, Yongqi Li, Fuli Feng, Tat-Seng Chua:
Temporally and Distributionally Robust Optimization for Cold-Start Recommendation. AAAI 2024: 8750-8758 - [c565]Kangkang Lu, Yanhua Yu, Hao Fei, Xuan Li, Zixuan Yang, Zirui Guo, Meiyu Liang, Mengran Yin, Tat-Seng Chua:
Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction. AAAI 2024: 14158-14166 - [c564]Luzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin, Tat-Seng Chua:
GOODAT: Towards Test-Time Graph Out-of-Distribution Detection. AAAI 2024: 15537-15545 - [c563]Zhihan Zhang, Yixin Cao, Chenchen Ye, Yunshan Ma, Lizi Liao, Tat-Seng Chua:
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding. ACL (1) 2024: 1588-1606 - [c562]Zhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua:
ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining. ACL (Findings) 2024: 5353-5377 - [c561]Zhiyuan Liu, An Zhang, Hao Fei, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua:
ProtT3: Protein-to-Text Generation for Text-based Protein Understanding. ACL (1) 2024: 5949-5966 - [c560]Haohao Luo, Yang Deng, Ying Shen, See-Kiong Ng, Tat-Seng Chua:
Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation. ACL (1) 2024: 7978-7993 - [c559]Yang Deng, Xuan Zhang, Wenxuan Zhang, Yifei Yuan, See-Kiong Ng, Tat-Seng Chua:
On the Multi-turn Instruction Following for Conversational Web Agents. ACL (1) 2024: 8795-8812 - [c558]Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua:
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents. ACL (Findings) 2024: 10633-10649 - [c557]Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua:
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. ACL (1) 2024: 10746-10766 - [c556]Yongqi Li, Zhen Zhang, Wenjie Wang, Liqiang Nie, Wenjie Li, Tat-Seng Chua:
Distillation Enhanced Generative Retrieval. ACL (Findings) 2024: 11119-11129 - [c555]Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, Wenjie Li, Tat-Seng Chua:
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond. ACL (1) 2024: 11851-11861 - [c554]Wenjie Wang, Honghui Bao, Xinyu Lin, Jizhi Zhang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua:
Learnable Item Tokenization for Generative Recommendation. CIKM 2024: 2400-2409 - [c553]Fengbin Zhu, Chao Wang, Fuli Feng, Zifeng Ren, Moxin Li, Tat-Seng Chua:
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs. LREC/COLING 2024: 5119-5131 - [c552]Leigang Qu, Wenjie Wang, Yongqi Li, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua:
Discriminative Probing and Tuning for Text-to-Image Generation. CVPR 2024: 7434-7444 - [c551]Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Tat-Seng Chua:
Dysen-VDM: Empowering Dynamics-Aware Text-to-Video Diffusion with LLMs. CVPR 2024: 7641-7653 - [c550]Junbin Xiao, Angela Yao, Yicong Li, Tat-Seng Chua:
Can I Trust Your Answer? Visually Grounded Video Question Answering. CVPR 2024: 13204-13214 - [c549]Yicong Li, Na Zhao, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua:
LASO: Language-Guided Affordance Segmentation on 3D Object. CVPR 2024: 14251-14260 - [c548]Jianwu Fang, Lei-lei Li, Junfei Zhou, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua:
Abductive Ego-View Accident Video Understanding for Safe Driving Perception. CVPR 2024: 22030-22040 - [c547]Zixuan Yang, Xiao Wang, Yanhua Yu, Yuling Wang, Kangkang Lu, Zirui Guo, Xiting Qin, Yunshan Ma, Tat-Seng Chua:
Hop-based Heterogeneous Graph Transformer. ECAI 2024: 2346-2353 - [c546]An Zhang, Han Wang, Xiang Wang, Tat-Seng Chua:
Disentangling Masked Autoencoders for Unsupervised Domain Generalization. ECCV (70) 2024: 126-151 - [c545]Meng Chu, Zhedong Zheng, Wei Ji, Tingyu Wang, Tat-Seng Chua:
Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching. ECCV (11) 2024: 213-231 - [c544]Zonghao Guo, Ruyi Xu, Yuan Yao, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu, Gao Huang:
LLaVA-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images. ECCV (83) 2024: 390-406 - [c543]Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua:
Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation. EMNLP 2024: 424-444 - [c542]Peixin Qin, Chen Huang, Yang Deng, Wenqiang Lei, Tat-Seng Chua:
Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations. EMNLP (Findings) 2024: 4264-4282 - [c541]Chen Xu, Wenjie Wang, Yuxin Li, Liang Pang, Jun Xu, Tat-Seng Chua:
A Study of Implicit Ranking Unfairness in Large Language Models. EMNLP (Findings) 2024: 7957-7970 - [c540]Xuan Zhang, Yang Deng, Zifeng Ren, See-Kiong Ng, Tat-Seng Chua:
Ask-before-Plan: Proactive Language Agents for Real-World Planning. EMNLP (Findings) 2024: 10836-10863 - [c539]Moxin Li, Wenjie Wang, Fuli Feng, Fengbin Zhu, Qifan Wang, Tat-Seng Chua:
Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection. EMNLP (Findings) 2024: 11858-11875 - [c538]Yang Deng, Yong Zhao, Moxin Li, See-Kiong Ng, Tat-Seng Chua:
Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations. EMNLP 2024: 13652-13673 - [c537]Fengbin Zhu, Ziyang Liu, Fuli Feng, Chao Wang, Moxin Li, Tat-Seng Chua:
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Financial Tabular and Textual Data. ICAIF 2024: 310-318 - [c536]Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua:
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents. ICLR 2024 - [c535]Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Hanwang Zhang, Yueting Zhuang:
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions. ICLR 2024 - [c534]Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua:
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization. ICLR 2024 - [c533]Sihang Li, Zhiyuan Liu, Yanchen Luo, Xiang Wang, Xiangnan He, Kenji Kawaguchi, Tat-Seng Chua, Qi Tian:
Towards 3D Molecule-Text Interpretation in Language Models. ICLR 2024 - [c532]Bosheng Qin, Juncheng Li, Siliang Tang, Tat-Seng Chua, Yueting Zhuang:
InstructVid2Vid: Controllable Video Editing with Natural Language Instructions. ICME 2024: 1-6 - [c531]Kaihang Pan, Siliang Tang, Juncheng Li, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang:
Auto-Encoding Morph-Tokens for Multimodal LLM. ICML 2024 - [c530]Long Qian, Juncheng Li, Yu Wu, Yaobo Ye, Hao Fei, Tat-Seng Chua, Yueting Zhuang, Siliang Tang:
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning. ICML 2024 - [c529]Shengqiong Wu, Hao Fei, Leigang Qu, Wei Ji, Tat-Seng Chua:
NExT-GPT: Any-to-Any Multimodal LLM. ICML 2024 - [c528]Ao Zhang, Yuan Yao, Wei Ji, Zhiyuan Liu, Tat-Seng Chua:
NExT-Chat: An LMM for Chat, Detection and Segmentation. ICML 2024 - [c527]Shasha Guo, Lizi Liao, Cuiping Li, Tat-Seng Chua:
A Survey on Neural Question Generation: Methods, Applications, and Prospects. IJCAI 2024: 8038-8047 - [c526]Jingnan Zheng, Jiahao Liu, An Zhang, Jun Zeng, Ziqi Yang, Zhenkai Liang, Tat-Seng Chua:
MaskDroid: Robust Android Malware Detection with Masked Graph Representations. ASE 2024: 331-343 - [c525]Xinyu Lin, Wenjie Wang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua:
Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation. KDD 2024: 1816-1826 - [c524]Rebecca Salganik, Xiaohao Liu, Yunshan Ma, Jian Kang, Tat-Seng Chua:
LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation. KDD 2024: 2524-2535 - [c523]Wenqi Fan, Yujuan Ding, Liangbo Ning, Shijie Wang, Hengyun Li, Dawei Yin, Tat-Seng Chua, Qing Li:
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models. KDD 2024: 6491-6501 - [c522]Yanhua Yu, Xiuxiu Cai, Ang Ma, Yimeng Ren, Shuai Zhen, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua:
Adversary and Attention Guided Knowledge Graph Reasoning Based on Reinforcement Learning. KSEM (5) 2024: 3-16 - [c521]Yanhua Yu, Yuanlong Wang, Yunshan Ma, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua:
EE-LCE: An Event Extraction Framework Based on LLM-Generated CoT Explanation. KSEM (1) 2024: 28-40 - [c520]Mingzhe Yu, Yunshan Ma, Lei Wu, Kai Cheng, Xue Li, Lei Meng, Tat-Seng Chua:
Smart Fitting Room: A One-stop Framework for Matching-aware Virtual Try-On. ICMR 2024: 184-192 - [c519]Changmeng Zheng, Dayong Liang, Wengyu Zhang, Xiaoyong Wei, Tat-Seng Chua, Qing Li:
A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning. ACM Multimedia 2024: 419-428 - [c518]Minghe Gao, Shuang Chen, Liang Pang, Yuan Yao, Jisheng Dang, Wenqiao Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang, Tat-Seng Chua:
Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales. ACM Multimedia 2024: 846-855 - [c517]Haoxuan Li, Zhengmao Yang, Yunshan Ma, Yi Bin, Yang Yang, Tat-Seng Chua:
MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models. ACM Multimedia 2024: 2776-2785 - [c516]Jiawei Wang, Da Cao, Shaofei Lu, Zhanchang Ma, Junbin Xiao, Tat-Seng Chua:
Causal-driven Large Language Models with Faithful Reasoning for Knowledge Question Answering. ACM Multimedia 2024: 4331-4340 - [c515]Yunshan Ma, Yingzhi He, Wenjun Zhong, Xiang Wang, Roger Zimmermann, Tat-Seng Chua:
CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling. ACM Multimedia 2024: 9641-9649 - [c514]Hao Fei, Shengqiong Wu, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan:
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing. NeurIPS 2024 - [c513]Yuxin Chen, Junfei Tan, An Zhang, Zhengyi Yang, Leheng Sheng, Enzhi Zhang, Xiang Wang, Tat-Seng Chua:
On Softmax Direct Preference Optimization for Recommendation. NeurIPS 2024 - [c512]Junfeng Fang, Zac Bi, Ruipeng Wang, Houcheng Jiang, Yuan Gao, Kun Wang, An Zhang, Jie Shi, Xiang Wang, Tat-Seng Chua:
Towards Neuron Attributions in Multi-Modal Large Language Models. NeurIPS 2024 - [c511]Jingnan Zheng, Han Wang, An Zhang, Tai D. Nguyen, Jun Sun, Tat-Seng Chua:
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation. NeurIPS 2024 - [c510]Zirui Guo, Yanhua Yu, Yuling Wang, Kangkang Lu, Zixuan Yang, Liang Pang, Tat-Seng Chua:
Information-Controllable Graph Contrastive Learning for Recommendation. RecSys 2024: 528-537 - [c509]Haokun Wen, Xuemeng Song, Xiaolin Chen, Yinwei Wei, Liqiang Nie, Tat-Seng Chua:
Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval. SIGIR 2024: 229-239 - [c508]Xinyu Lin, Wenjie Wang, Yongqi Li, Shuo Yang, Fuli Feng, Yinwei Wei, Tat-Seng Chua:
Data-efficient Fine-tuning for LLM-based Recommendation. SIGIR 2024: 365-374 - [c507]Yang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua:
Towards Human-centered Proactive Conversational Agents. SIGIR 2024: 807-818 - [c506]Jujia Zhao, Wenjie Wang, Yiyan Xu, Teng Sun, Fuli Feng, Tat-Seng Chua:
Denoising Diffusion Recommender Model. SIGIR 2024: 1370-1379 - [c505]Chen Xu, Xiaopeng Ye, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua:
A Taxation Perspective for Fair Re-ranking. SIGIR 2024: 1494-1503 - [c504]An Zhang, Yuxin Chen, Leheng Sheng, Xiang Wang, Tat-Seng Chua:
On Generative Agents in Recommendation. SIGIR 2024: 1807-1817 - [c503]Kaihang Pan, Juncheng Li, Wenjie Wang, Hao Fei, Hongye Song, Wei Ji, Jun Lin, Xiaozhong Liu, Tat-Seng Chua, Siliang Tang:
I3: Intent-Introspective Retrieval Conditioned on Instructions. SIGIR 2024: 1839-1849 - [c502]An Zhang, Yang Deng, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat-Seng Chua:
Large Language Model Powered Agents for Information Retrieval. SIGIR 2024: 2989-2992 - [c501]Yunshan Ma, Xiaohao Liu, Yinwei Wei, Zhulin Tao, Xiang Wang, Tat-Seng Chua:
Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction. WSDM 2024: 510-519 - [c500]Yujuan Ding, Yunshan Ma, Wenqi Fan, Yige Yao, Tat-Seng Chua, Qing Li:
FashionReGen: LLM-Empowered Fashion Report Generation. WWW (Companion Volume) 2024: 991-994 - [c499]Yang Deng, An Zhang, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat-Seng Chua:
Large Language Model Powered Agents in the Web. WWW (Companion Volume) 2024: 1242-1245 - [c498]Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua:
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks. WWW 2024: 1362-1373 - [c497]Wenjie Wang, Changsheng Wang, Fuli Feng, Wentao Shi, Daizong Ding, Tat-Seng Chua:
Uplift Modeling for Target User Attacks on Recommender Systems. WWW 2024: 3343-3354 - [c496]Kelvin J. L. Koa, Yunshan Ma, Ritchie Ng, Tat-Seng Chua:
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models. WWW 2024: 4304-4315 - [e21]Tat-Seng Chua, Chong-Wah Ngo, Ravi Kumar, Hady W. Lauw, Roy Ka-Wei Lee:
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024. ACM 2024 [contents] - [e20]Tat-Seng Chua, Chong-Wah Ngo, Roy Ka-Wei Lee, Ravi Kumar, Hady W. Lauw:
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024. ACM 2024 [contents] - [i292]Luzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin, Tat-Seng Chua:
GOODAT: Towards Test-time Graph Out-of-Distribution Detection. CoRR abs/2401.06176 (2024) - [i291]Lidong Zeng, Zhedong Zheng, Yinwei Wei, Tat-Seng Chua:
Instilling Multi-round Thinking to Text-guided Image Generation. CoRR abs/2401.08472 (2024) - [i290]Fengbin Zhu, Ziyang Liu, Fuli Feng, Chao Wang, Moxin Li, Tat-Seng Chua:
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data. CoRR abs/2401.13223 (2024) - [i289]Sihang Li, Zhiyuan Liu, Yanchen Luo, Xiang Wang, Xiangnan He, Kenji Kawaguchi, Tat-Seng Chua, Qi Tian:
Towards 3D Molecule-Text Interpretation in Language Models. CoRR abs/2401.13923 (2024) - [i288]Kangkang Lu, Yanhua Yu, Hao Fei, Xuan Li, Zixuan Yang, Zirui Guo, Meiyu Liang, Mengran Yin, Tat-Seng Chua:
Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction. CoRR abs/2401.15603 (2024) - [i287]Mingzhe Yu, Yunshan Ma, Lei Wu, Kai Cheng, Xue Li, Lei Meng, Tat-Seng Chua:
Smart Fitting Room: A Generative Approach to Matching-aware Virtual Try-On. CoRR abs/2401.16825 (2024) - [i286]Xinyu Lin, Wenjie Wang, Yongqi Li, Shuo Yang, Fuli Feng, Yinwei Wei, Tat-Seng Chua:
Data-efficient Fine-tuning for LLM-based Recommendation. CoRR abs/2401.17197 (2024) - [i285]Kelvin J. L. Koa, Yunshan Ma, Ritchie Ng, Tat-Seng Chua:
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models. CoRR abs/2402.03659 (2024) - [i284]Jujia Zhao, Wenjie Wang, Chen Xu, Zhaochun Ren, See-Kiong Ng, Tat-Seng Chua:
LLM-based Federated Recommendation. CoRR abs/2402.09959 (2024) - [i283]Yongqi Li, Zhen Zhang, Wenjie Wang, Liqiang Nie, Wenjie Li, Tat-Seng Chua:
Distillation Enhanced Generative Retrieval. CoRR abs/2402.10769 (2024) - [i282]Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, Wenjie Li, Tat-Seng Chua:
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond. CoRR abs/2402.10805 (2024) - [i281]Long Qian, Juncheng Li, Yu Wu, Yaobo Ye, Hao Fei, Tat-Seng Chua, Yueting Zhuang, Siliang Tang:
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning. CoRR abs/2402.11435 (2024) - [i280]Yang Deng, Xuan Zhang, Wenxuan Zhang, Yifei Yuan, See-Kiong Ng, Tat-Seng Chua:
On the Multi-turn Instruction Following for Conversational Web Agents. CoRR abs/2402.15057 (2024) - [i279]Yang Deng, Yong Zhao, Moxin Li, See-Kiong Ng, Tat-Seng Chua:
Gotcha! Don't trick me with unanswerable questions! Self-aligning Large Language Models for Responding to Unknown Questions. CoRR abs/2402.15062 (2024) - [i278]Zirui Guo, Lianghao Xia, Yanhua Yu, Yuling Wang, Zixuan Yang, Wei Wei, Liang Pang, Tat-Seng Chua, Chao Huang:
GraphEdit: Large Language Models for Graph Structure Learning. CoRR abs/2402.15183 (2024) - [i277]Jizhi Zhang, Keqin Bao, Wenjie Wang, Yang Zhang, Wentao Shi, Wanhong Xu, Fuli Feng, Tat-Seng Chua:
Prospect Personalized Recommendation on Large Language Model-based Agent Platform. CoRR abs/2402.18240 (2024) - [i276]Shasha Guo, Lizi Liao, Cuiping Li, Tat-Seng Chua:
A Survey on Neural Question Generation: Methods, Applications, and Prospects. CoRR abs/2402.18267 (2024) - [i275]Jianwu Fang, Lei-Lei Li, Junfei Zhou, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua:
Abductive Ego-View Accident Video Understanding for Safe Driving Perception. CoRR abs/2403.00436 (2024) - [i274]Wenjie Wang, Changsheng Wang, Fuli Feng, Wentao Shi, Daizong Ding, Tat-Seng Chua:
Uplift Modeling for Target User Attacks on Recommender Systems. CoRR abs/2403.02692 (2024) - [i273]Zixuan Li, Lizi Liao, Tat-Seng Chua:
Learning to Ask Critical Questions for Assisting Product Search. CoRR abs/2403.02754 (2024) - [i272]Zixuan Li, Lizi Liao, Yunshan Ma, Tat-Seng Chua:
Contrastive Pre-training for Deep Session Data Understanding. CoRR abs/2403.02825 (2024) - [i271]Leigang Qu, Wenjie Wang, Yongqi Li, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua:
Discriminative Probing and Tuning for Text-to-Image Generation. CoRR abs/2403.04321 (2024) - [i270]Yujuan Ding, Yunshan Ma, Wenqi Fan, Yige Yao, Tat-Seng Chua, Qing Li:
FashionReGen: LLM-Empowered Fashion Report Generation. CoRR abs/2403.06660 (2024) - [i269]Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua:
Strength Lies in Differences! Towards Effective Non-collaborative Dialogues via Tailored Strategy Planning. CoRR abs/2403.06769 (2024) - [i268]Moxin Li, Wenjie Wang, Fuli Feng, Fengbin Zhu, Qifan Wang, Tat-Seng Chua:
Think Twice Before Assure: Confidence Estimation for Large Language Models through Reflection on Multiple Answers. CoRR abs/2403.09972 (2024) - [i267]Ruyi Xu, Yuan Yao, Zonghao Guo, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu, Maosong Sun, Gao Huang:
LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images. CoRR abs/2403.11703 (2024) - [i266]Changmeng Zheng, Dayong Liang, Wengyu Zhang, Xiao-Yong Wei, Tat-Seng Chua, Qing Li:
A Picture Is Worth a Graph: Blueprint Debate on Graph for Multimodal Reasoning. CoRR abs/2403.14972 (2024) - [i265]Yunshan Ma, Yingzhi He, Wenjun Zhong, Xiang Wang, Roger Zimmermann, Tat-Seng Chua:
CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling. CoRR abs/2404.01735 (2024) - [i264]Chen Huang, Peixin Qin, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua:
Concept - An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors. CoRR abs/2404.03304 (2024) - [i263]Minghe Gao, Shuang Chen, Liang Pang, Yuan Yao, Jisheng Dang, Wenqiao Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang, Tat-Seng Chua:
Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales. CoRR abs/2404.11129 (2024) - [i262]Yang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua:
Towards Human-centered Proactive Conversational Agents. CoRR abs/2404.12670 (2024) - [i261]Haokun Wen, Xuemeng Song, Xiaolin Chen, Yinwei Wei, Liqiang Nie, Tat-Seng Chua:
Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval. CoRR abs/2404.15875 (2024) - [i260]Yongqi Li, Xinyu Lin, Wenjie Wang, Fuli Feng, Liang Pang, Wenjie Li, Liqiang Nie, Xiangnan He, Tat-Seng Chua:
A Survey of Generative Search and Recommendation in the Era of Large Language Models. CoRR abs/2404.16924 (2024) - [i259]Chen Xu, Xiaopeng Ye, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua:
A Taxation Perspective for Fair Re-ranking. CoRR abs/2404.17826 (2024) - [i258]Kaihang Pan, Siliang Tang, Juncheng Li, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang:
Auto-Encoding Morph-Tokens for Multimodal LLM. CoRR abs/2405.01926 (2024) - [i257]Yujuan Ding, Wenqi Fan, Liangbo Ning, Shijie Wang, Hengyun Li, Dawei Yin, Tat-Seng Chua, Qing Li:
A Survey on RAG Meets LLMs: Towards Retrieval-Augmented Large Language Models. CoRR abs/2405.06211 (2024) - [i256]Wenjie Wang, Honghui Bao, Xilin Chen, Jizhi Zhang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua:
Learnable Tokenizer for LLM-based Generative Recommendation. CoRR abs/2405.07314 (2024) - [i255]Chen Huang, Xinwei Yang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua:
Co-Matching: Towards Human-Machine Collaborative Legal Case Matching. CoRR abs/2405.10248 (2024) - [i254]Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua:
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents. CoRR abs/2405.12059 (2024) - [i253]Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua:
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. CoRR abs/2405.12063 (2024) - [i252]Zhiyuan Liu, An Zhang, Hao Fei, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua:
ProtT3: Protein-to-Text Generation for Text-based Protein Understanding. CoRR abs/2405.12564 (2024) - [i251]Weixiang Zhao, Yulin Hu, Zhuojun Li, Yang Deng, Yanyan Zhao, Bing Qin, Tat-Seng Chua:
Towards Comprehensive and Efficient Post Safety Alignment of Large Language Models via Safety Patching. CoRR abs/2405.13820 (2024) - [i250]Jingnan Zheng, Han Wang, An Zhang, Tai D. Nguyen, Jun Sun, Tat-Seng Chua:
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation. CoRR abs/2405.14125 (2024) - [i249]Zhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua:
ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining. CoRR abs/2405.14225 (2024) - [i248]Tianyu Yu, Haoye Zhang, Yuan Yao, Yunkai Dang, Da Chen, Xiaoman Lu, Ganqu Cui, Taiwen He, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
RLAIF-V: Aligning MLLMs through Open-Source AI Feedback for Super GPT-4V Trustworthiness. CoRR abs/2405.17220 (2024) - [i247]Shengyu Zhang, Ziqi Jiang, Jiangchao Yao, Fuli Feng, Kun Kuang, Zhou Zhao, Shuo Li, Hongxia Yang, Tat-Seng Chua, Fei Wu:
Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems. CoRR abs/2405.20626 (2024) - [i246]Zhihan Zhang, Yixin Cao, Chenchen Ye, Yunshan Ma, Lizi Liao, Tat-Seng Chua:
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding. CoRR abs/2406.02472 (2024) - [i245]Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Meng Wang, Tat-Seng Chua, Yao Zhao:
Instructing Prompt-to-Prompt Generation for Zero-Shot Learning. CoRR abs/2406.03032 (2024) - [i244]Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan:
Towards Semantic Equivalence of Tokenization in Multimodal LLM. CoRR abs/2406.05127 (2024) - [i243]Leigang Qu, Haochuan Li, Tan Wang, Wenjie Wang, Yongqi Li, Liqiang Nie, Tat-Seng Chua:
Unified Text-to-Image Generation and Retrieval. CoRR abs/2406.05814 (2024) - [i242]Hao Li, Chenghao Yang, An Zhang, Yang Deng, Xiang Wang, Tat-Seng Chua:
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue. CoRR abs/2406.05925 (2024) - [i241]Yuxin Chen, Junfei Tan, An Zhang, Zhengyi Yang, Leheng Sheng, Enzhi Zhang, Xiang Wang, Tat-Seng Chua:
On Softmax Direct Preference Optimization for Recommendation. CoRR abs/2406.09215 (2024) - [i240]Xuan Zhang, Yang Deng, Zifeng Ren, See-Kiong Ng, Tat-Seng Chua:
Ask-before-Plan: Proactive Language Agents for Real-World Planning. CoRR abs/2406.12639 (2024) - [i239]Rebecca Salganik, Xiaohao Liu, Yunshan Ma, Jian Kang, Tat-Seng Chua:
LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation. CoRR abs/2406.14333 (2024) - [i238]Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua, Shuicheng Yan:
Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment. CoRR abs/2406.19255 (2024) - [i237]Leheng Sheng, An Zhang, Yi Zhang, Yuxin Chen, Xiang Wang, Tat-Seng Chua:
Language Models Encode Collaborative Signals in Recommendation. CoRR abs/2407.05441 (2024) - [i236]An Zhang, Han Wang, Xiang Wang, Tat-Seng Chua:
Disentangling Masked Autoencoders for Unsupervised Domain Generalization. CoRR abs/2407.07544 (2024) - [i235]He Chang, Chenchen Ye, Zhulin Tao, Jie Wu, Zhengmao Yang, Yunshan Ma, Xianglin Huang, Tat-Seng Chua:
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting. CoRR abs/2407.11638 (2024) - [i234]Xiaohao Liu, Jie Wu, Zhulin Tao, Yunshan Ma, Yinwei Wei, Tat-Seng Chua:
Harnessing Large Language Models for Multimodal Product Bundling. CoRR abs/2407.11712 (2024) - [i233]Yongqi Li, Hongru Cai, Wenjie Wang, Leigang Qu, Yinwei Wei, Wenjie Li, Liqiang Nie, Tat-Seng Chua:
Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation. CoRR abs/2407.17274 (2024) - [i232]Junbin Xiao, Nanxin Huang, Hangyu Qin, Dongyang Li, Yicong Li, Fengbin Zhu, Zhulin Tao, Jianxing Yu, Liang Lin, Tat-Seng Chua, Angela Yao:
VideoQA in the Era of LLMs: An Empirical Study. CoRR abs/2408.04223 (2024) - [i231]Haoxuan Li, Zhengmao Yang, Yunshan Ma, Yi Bin, Yang Yang, Tat-Seng Chua:
MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models. CoRR abs/2408.04388 (2024) - [i230]Xing Lan, Jian Xue, Ji Qi, Dongmei Jiang, Ke Lu, Tat-Seng Chua:
ExpLLM: Towards Chain of Thought for Facial Expression Recognition. CoRR abs/2409.02828 (2024) - [i229]Sheng Zhou, Junbin Xiao, Xun Yang, Peipei Song, Dan Guo, Angela Yao, Meng Wang, Tat-Seng Chua:
Scene-Text Grounding for Text-Based Video Question Answering. CoRR abs/2409.14319 (2024) - [i228]Peixin Qin, Chen Huang, Yang Deng, Wenqiang Lei, Tat-Seng Chua:
Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations. CoRR abs/2409.14399 (2024) - [i227]Jingnan Zheng, Jiaohao Liu, An Zhang, Jun Zeng, Ziqi Yang, Zhenkai Liang, Tat-Seng Chua:
MASKDROID: Robust Android Malware Detection with Masked Graph Representations. CoRR abs/2409.19594 (2024) - [i226]Junfeng Fang, Houcheng Jiang, Kun Wang, Yunshan Ma, Xiang Wang, Xiangnan He, Tat-Seng Chua:
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models. CoRR abs/2410.02355 (2024) - [i225]Yu Zhao, Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua:
Grammar Induction from Visual, Speech and Text. CoRR abs/2410.03739 (2024) - [i224]Xinyu Lin, Chaoqun Yang, Wenjie Wang, Yongqi Li, Cunxiao Du, Fuli Feng, See-Kiong Ng, Tat-Seng Chua:
Efficient Inference for Large Language Model-based Generative Recommendation. CoRR abs/2410.05165 (2024) - [i223]Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Meng Wang, Tat-Seng Chua, Yao Zhao:
PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning. CoRR abs/2410.11560 (2024) - [i222]Shuo Liu, An Zhang, Guoqing Hu, Hong Qian, Tat-Seng Chua:
Preference Diffusion for Recommendation. CoRR abs/2410.13117 (2024) - [i221]Kangkang Lu, Yanhua Yu, Zhiyong Huang, Jia Li, Yuling Wang, Meiyu Liang, Xiting Qin, Yimeng Ren, Tat-Seng Chua, Xidian Wang:
Addressing Heterogeneity and Heterophily in Graphs: A Heterogeneous Heterophilic Spectral Graph Neural Network. CoRR abs/2410.13373 (2024) - [i220]Chenhang Cui, An Zhang, Yiyang Zhou, Zhaorun Chen, Gelei Deng, Huaxiu Yao, Tat-Seng Chua:
Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment. CoRR abs/2410.14148 (2024) - [i219]Hongru Cai, Yongqi Li, Wenjie Wang, Fengbin Zhu, Xiaoyu Shen, Wenjie Li, Tat-Seng Chua:
Large Language Models Empowered Personalized Web Agents. CoRR abs/2410.17236 (2024) - [i218]Kelvin J. L. Koa, Yunshan Ma, Ritchie Ng, Huanhuan Zheng, Tat-Seng Chua:
Temporal Relational Reasoning of Large Language Models for Detecting Stock Portfolio Crashes. CoRR abs/2410.17266 (2024) - [i217]Fengbin Zhu, Ziyang Liu, Xiang Yao Ng, Haohui Wu, Wenjie Wang, Fuli Feng, Chao Wang, Huanbo Luan, Tat-Seng Chua:
MMDocBench: Benchmarking Large Vision-Language Models for Fine-Grained Visual Document Understanding. CoRR abs/2410.21311 (2024) - [i216]Yang Zhang, Juntao You, Yimeng Bai, Jizhi Zhang, Keqin Bao, Wenjie Wang, Tat-Seng Chua:
Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation. CoRR abs/2410.22809 (2024) - [i215]Youcheng Huang, Fengbin Zhu, Jingkun Tang, Pan Zhou, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua:
Effective and Efficient Adversarial Detection for Vision-Language Models via A Single Vector. CoRR abs/2410.22888 (2024) - [i214]Ke Li, Fuyu Dong, Di Wang, Shaofeng Li, Quan Wang, Xinbo Gao, Tat-Seng Chua:
Show Me What and Where has Changed? Question Answering and Grounding for Remote Sensing Change Detection. CoRR abs/2410.23828 (2024) - [i213]Ruiyang Ren, Yuhao Wang, Kun Zhou, Wayne Xin Zhao, Wenjie Wang, Jing Liu, Ji-Rong Wen, Tat-Seng Chua:
Self-Calibrated Listwise Reranking with Large Language Models. CoRR abs/2411.04602 (2024) - [i212]Chenhang Cui, Gelei Deng, An Zhang, Jingnan Zheng, Yicong Li, Lianli Gao, Tianwei Zhang, Tat-Seng Chua:
Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models. CoRR abs/2411.11496 (2024) - [i211]Shuo Xu, Haokai Ma, Yunshan Ma, Xiaohao Liu, Lei Meng, Xiangxu Meng, Tat-Seng Chua:
Headache to Overstock? Promoting Long-tail Items through Debiased Product Bundling. CoRR abs/2411.19107 (2024) - [i210]Haiyi Qiu, Minghe Gao, Long Qian, Kaihang Pan, Qifan Yu, Juncheng Li, Wenjie Wang, Siliang Tang, Yueting Zhuang, Tat-Seng Chua:
STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training. CoRR abs/2412.00161 (2024) - [i209]Leigang Qu, Haochuan Li, Wenjie Wang, Xiang Liu, Juncheng Li, Liqiang Nie, Tat-Seng Chua:
SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation. CoRR abs/2412.05818 (2024) - [i208]Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua:
Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning. CoRR abs/2412.11124 (2024) - [i207]Moxin Li, Yong Zhao, Yang Deng, Wenxuan Zhang, Shuaiyi Li, Wenya Xie, See-Kiong Ng, Tat-Seng Chua:
Knowledge Boundary of Large Language Models: A Survey. CoRR abs/2412.12472 (2024) - [i206]Yipeng Zhang, Yifan Liu, Zonghao Guo, Yidan Zhang, Xuesong Yang, Chi Chen, Jun Song, Bo Zheng, Yuan Yao, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer. CoRR abs/2412.13871 (2024) - [i205]Jinghan He, Kuan Zhu, Haiyun Guo, Junfeng Fang, Zhenglin Hua, Yuheng Jia, Ming Tang, Tat-Seng Chua, Jinqiao Wang:
Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence. CoRR abs/2412.13949 (2024) - [i204]Yuxuan Gu, Wenjie Wang, Xiaocheng Feng, Weihong Zhong, Kun Zhu, Lei Huang, Tat-Seng Chua, Bing Qin:
Length Controlled Generation for Black-box LLMs. CoRR abs/2412.14656 (2024) - [i203]Xiaohao Liu, Xiaobo Xia, Zhuo Huang, Tat-Seng Chua:
Towards Modality Generalization: A Benchmark and Prospective Analysis. CoRR abs/2412.18277 (2024) - [i202]Hao Fei, Shengqiong Wu, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan:
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing. CoRR abs/2412.19806 (2024) - 2023
- [j184]Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Yi Yang, Tat-Seng Chua:
Multi-view Consistent Generative Adversarial Networks for Compositional 3D-Aware Image Synthesis. Int. J. Comput. Vis. 131(8): 2219-2242 (2023) - [j183]Xiang Wang, Yingxin Wu, An Zhang, Fuli Feng, Xiangnan He, Tat-Seng Chua:
Reinforced Causal Explainer for Graph Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 2297-2309 (2023) - [j182]Shengyu Zhang, Fuli Feng, Kun Kuang, Wenqiao Zhang, Zhou Zhao, Hongxia Yang, Tat-Seng Chua, Fei Wu:
Personalized Latent Structure Learning for Recommendation. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 10285-10299 (2023) - [j181]Juncheng Li, Siliang Tang, Linchao Zhu, Wenqiao Zhang, Yi Yang, Tat-Seng Chua, Fei Wu, Yueting Zhuang:
Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 12601-12617 (2023) - [j180]Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua:
Contrastive Video Question Answering via Video Graph Transformer. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13265-13280 (2023) - [j179]Hady W. Lauw, Tat-Seng Chua, Luo Si, Evimaria Terzi, Panayiotis Tsaparas, Andrew Tomkins:
Report on the 16th ACM International Conference on Web Search and Data Mining (WSDM 2023). SIGIR Forum 57(1): 8:1-8:5 (2023) - [j178]Tat-Seng Chua:
Towards Generative Search and Recommendation: A keynote at RecSys 2023. SIGIR Forum 57(2): 5:1-5:14 (2023) - [j177]Hady W. Lauw, Tat-Seng Chua, Luo Si, Evimaria Terzi, Panayiotis Tsaparas, Andrew Tomkins:
ACM WSDM 2023 Report. SIGWEB Newsl. 2023(Spring): 1:1-1:6 (2023) - [j176]Fuli Feng, Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
Cross-GCN: Enhancing Graph Convolutional Network with $k$k-Order Feature Interactions. IEEE Trans. Knowl. Data Eng. 35(1): 225-236 (2023) - [j175]Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua:
Learning Relation Prototype From Unlabeled Texts for Long-Tail Relation Extraction. IEEE Trans. Knowl. Data Eng. 35(2): 1761-1774 (2023) - [j174]Yinwei Wei, Xiang Wang, Liqiang Nie, Shaoyu Li, Dingxian Wang, Tat-Seng Chua:
Causal Inference for Knowledge Graph Based Recommendation. IEEE Trans. Knowl. Data Eng. 35(11): 11153-11164 (2023) - [j173]Yuxia Wu, Lizi Liao, Gangyi Zhang, Wenqiang Lei, Guoshuai Zhao, Xueming Qian, Tat-Seng Chua:
State Graph Reasoning for Multimodal Conversational Recommendation. IEEE Trans. Multim. 25: 3113-3124 (2023) - [j172]Zhulin Tao, Xiaohao Liu, Yewei Xia, Xiang Wang, Lifang Yang, Xianglin Huang, Tat-Seng Chua:
Self-Supervised Learning for Multimedia Recommendation. IEEE Trans. Multim. 25: 5107-5116 (2023) - [j171]Hongyu Lu, Weizhi Ma, Yifan Wang, Min Zhang, Xiang Wang, Yiqun Liu, Tat-Seng Chua, Shaoping Ma:
User Perception of Recommendation Explanation: Are Your Explanations What Users Need? ACM Trans. Inf. Syst. 41(2): 48:1-48:31 (2023) - [j170]Hao Fei, Tat-Seng Chua, Chenliang Li, Donghong Ji, Meishan Zhang, Yafeng Ren:
On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training. ACM Trans. Inf. Syst. 41(2): 50:1-50:32 (2023) - [j169]Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam:
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. ACM Trans. Inf. Syst. 41(3): 77:1-77:25 (2023) - [c495]Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Hai-Tao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun:
Visually Grounded Commonsense Knowledge Acquisition. AAAI 2023: 6583-6592 - [c494]Peng Qi, Yuyan Bu, Juan Cao, Wei Ji, Ruihao Shui, Junbin Xiao, Danding Wang, Tat-Seng Chua:
FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms. AAAI 2023: 14444-14452 - [c493]Shengyu Zhang, Xusheng Feng, Wenyan Fan, Wenjing Fang, Fuli Feng, Wei Ji, Shuo Li, Li Wang, Shanshan Zhao, Zhou Zhao, Tat-Seng Chua, Fei Wu:
Video-Audio Domain Generalization via Confounder Disentanglement. AAAI 2023: 15322-15330 - [c492]Hao Fei, Bobo Li, Qian Liu, Lidong Bing, Fei Li, Tat-Seng Chua:
Reasoning Implicit Sentiment with Chain-of-Thought Prompting. ACL (2) 2023: 1171-1182 - [c491]Moxin Li, Wenjie Wang, Fuli Feng, Hanwang Zhang, Qifan Wang, Tat-Seng Chua:
Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context. ACL (Findings) 2023: 1220-1236 - [c490]Shengqiong Wu, Hao Fei, Wei Ji, Tat-Seng Chua:
Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment. ACL (1) 2023: 2593-2608 - [c489]Jingyun Xu, Changmeng Zheng, Yi Cai, Tat-Seng Chua:
Improving Named Entity Recognition via Bridge-based Domain Adaptation. ACL (Findings) 2023: 3869-3882 - [c488]Hao Fei, Qian Liu, Meishan Zhang, Min Zhang, Tat-Seng Chua:
Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination. ACL (1) 2023: 5980-5994 - [c487]Yu Zhao, Hao Fei, Wei Ji, Jianguo Wei, Meishan Zhang, Min Zhang, Tat-Seng Chua:
Generating Visual Spatial Description via Holistic 3D Scene Understanding. ACL (1) 2023: 7960-7977 - [c486]Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua:
Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction. ACL (Findings) 2023: 9395-9408 - [c485]Peng Qi, Yuyang Zhao, Yufeng Shen, Wei Ji, Juan Cao, Tat-Seng Chua:
Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors. ACL (Findings) 2023: 11947-11959 - [c484]Bobo Li, Hao Fei, Fei Li, Yuhan Wu, Jinsong Zhang, Shengqiong Wu, Jingye Li, Yijiang Liu, Lizi Liao, Tat-Seng Chua, Donghong Ji:
DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis. ACL (Findings) 2023: 13449-13467 - [c483]Shengqiong Wu, Hao Fei, Yixin Cao, Lidong Bing, Tat-Seng Chua:
Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling. ACL (1) 2023: 14734-14751 - [c482]Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua:
Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond. ACL (tutorial) 2023: 1-10 - [c481]Kelvin J. L. Koa, Yunshan Ma, Ritchie Ng, Tat-Seng Chua:
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction. CIKM 2023: 1087-1096 - [c480]Jujia Zhao, Wenjie Wang, Xinyu Lin, Leigang Qu, Jizhi Zhang, Tat-Seng Chua:
Popularity-aware Distributionally Robust Optimization for Recommendation System. CIKM 2023: 4967-4973 - [c479]Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua:
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning. CVPR 2023: 23013-23022 - [c478]Moxin Li, Wenjie Wang, Fuli Feng, Yixin Cao, Jizhi Zhang, Tat-Seng Chua:
Robust Prompt Optimization for Large Language Models Against Distribution Shifts. EMNLP 2023: 1539-1554 - [c477]Kangxi Wu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua:
LLMDet: A Third Party Large Language Models Generated Text Detection Tool. EMNLP (Findings) 2023: 2113-2133 - [c476]Hanxing Ding, Liang Pang, Zihao Wei, Huawei Shen, Xueqi Cheng, Tat-Seng Chua:
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space. EMNLP (Findings) 2023: 4424-4436 - [c475]Liang Chen, Yang Deng, Yatao Bian, Zeyu Qin, Bingzhe Wu, Tat-Seng Chua, Kam-Fai Wong:
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators. EMNLP 2023: 6325-6341 - [c474]Ruihao Shui, Yixin Cao, Xiang Wang, Tat-Seng Chua:
A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction. EMNLP (Findings) 2023: 7337-7348 - [c473]Yang Deng, Lizi Liao, Liang Chen, Hongru Wang, Wenqiang Lei, Tat-Seng Chua:
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. EMNLP (Findings) 2023: 10602-10621 - [c472]Zhiyuan Liu, Sihang Li, Yanchen Luo, Hao Fei, Yixin Cao, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua:
MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter. EMNLP 2023: 15623-15638 - [c471]Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang, Mengze Li, Wei Ji, Qi Tian, Tat-Seng Chua, Yueting Zhuang:
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models. ICCV 2023: 2551-2562 - [c470]Yicong Li, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua:
Discovering Spatio-Temporal Rationales for Video Question Answering. ICCV 2023: 13823-13832 - [c469]An Zhang, Fangfu Liu, Wenchang Ma, Zhibo Cai, Xiang Wang, Tat-Seng Chua:
Boosting Causal Discovery via Adaptive Sample Reweighting. ICLR 2023 - [c468]Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua:
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. IJCAI 2023: 6583-6591 - [c467]Fangfu Liu, Wenchang Ma, An Zhang, Xiang Wang, Yueqi Duan, Tat-Seng Chua:
Discovering Dynamic Causal Space for DAG Structure Learning. KDD 2023: 1429-1440 - [c466]Yang Liu, Xiang Ao, Fuli Feng, Yunshan Ma, Kuan Li, Tat-Seng Chua, Qing He:
FLOOD: A Flexible Invariant Learning Framework for Out-of-Distribution Generalization on Graphs. KDD 2023: 1548-1558 - [c465]Yunshan Ma, Chenchen Ye, Zijian Wu, Xiang Wang, Yixin Cao, Tat-Seng Chua:
Context-aware Event Forecasting via Graph Disentanglement. KDD 2023: 1643-1652 - [c464]Leigang Qu, Shengqiong Wu, Hao Fei, Liqiang Nie, Tat-Seng Chua:
LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation. ACM Multimedia 2023: 643-654 - [c463]Wenjie Wang, Xinyu Lin, Liuhui Wang, Fuli Feng, Yinwei Wei, Tat-Seng Chua:
Equivariant Learning for Out-of-Distribution Cold-start Recommendation. ACM Multimedia 2023: 903-914 - [c462]Mu Chen, Zhedong Zheng, Yi Yang, Tat-Seng Chua:
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation. ACM Multimedia 2023: 1905-1914 - [c461]Yicong Li, Xun Yang, An Zhang, Chun Feng, Xiang Wang, Tat-Seng Chua:
Redundancy-aware Transformer for Video Question Answering. ACM Multimedia 2023: 3172-3180 - [c460]Yu Zhao, Hao Fei, Yixin Cao, Bobo Li, Meishan Zhang, Jianguo Wei, Min Zhang, Tat-Seng Chua:
Constructing Holistic Spatio-Temporal Scene Graph for Video Semantic Role Labeling. ACM Multimedia 2023: 5281-5291 - [c459]Bobo Li, Hao Fei, Lizi Liao, Yu Zhao, Chong Teng, Tat-Seng Chua, Donghong Ji, Fei Li:
Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition. ACM Multimedia 2023: 5923-5934 - [c458]Jiawei Wang, Zhanchang Ma, Da Cao, Yuquan Le, Junbin Xiao, Tat-Seng Chua:
Deconfounded Multimodal Learning for Spatio-temporal Video Grounding. ACM Multimedia 2023: 7521-7529 - [c457]Zhedong Zheng, Yujiao Shi, Tingyu Wang, Jun Liu, Jianwu Fang, Yunchao Wei, Tat-Seng Chua:
UAVM '23: 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective. ACM Multimedia 2023: 9715-9717 - [c456]Wei Ji, Yinwei Wei, Zhedong Zheng, Hao Fei, Tat-Seng Chua:
Deep Multimodal Learning for Information Retrieval. ACM Multimedia 2023: 9739-9741 - [c455]Zheng Wang, Cheng Long, Shihao Xu, Bingzheng Gan, Wei Shi, Zhao Cao, Tat-Seng Chua:
LGM3A '23: 1st Workshop on Large Generative Models Meet Multimodal Applications. ACM Multimedia 2023: 9744-9745 - [c454]Zhiyuan Liu, Yaorui Shi, An Zhang, Enzhi Zhang, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua:
Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules. NeurIPS 2023 - [c453]Shengqiong Wu, Hao Fei, Hanwang Zhang, Tat-Seng Chua:
Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion. NeurIPS 2023 - [c452]Ao Zhang, Hao Fei, Yuan Yao, Wei Ji, Li Li, Zhiyuan Liu, Tat-Seng Chua:
VPGTrans: Transfer Visual Prompt Generator across LLMs. NeurIPS 2023 - [c451]An Zhang, Leheng Sheng, Zhibo Cai, Xiang Wang, Tat-Seng Chua:
Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss. NeurIPS 2023 - [c450]Wenjie Wang, Yiyan Xu, Fuli Feng, Xinyu Lin, Xiangnan He, Tat-Seng Chua:
Diffusion Recommender Model. SIGIR 2023: 832-841 - [c449]Yinwei Wei, Xiaohao Liu, Yunshan Ma, Xiang Wang, Liqiang Nie, Tat-Seng Chua:
Strategy-aware Bundle Recommender System. SIGIR 2023: 1198-1207 - [c448]Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua:
Learnable Pillar-based Re-ranking for Image-Text Retrieval. SIGIR 2023: 1252-1261 - [c447]Yinwei Wei, Wenqi Liu, Fan Liu, Xiang Wang, Liqiang Nie, Tat-Seng Chua:
LightGT: A Light Graph Transformer for Multimedia Recommendation. SIGIR 2023: 1508-1517 - [c446]Xiaolin Chen, Xuemeng Song, Yinwei Wei, Liqiang Nie, Tat-Seng Chua:
Dual Semantic Knowledge Composed Multimodal Dialog Systems. SIGIR 2023: 1518-1527 - [c445]Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua:
Rethinking Conversational Agents in the Era of LLMs: Proactivity, Non-collaborativity, and Beyond. SIGIR-AP 2023: 298-301 - [c444]Junfeng Fang, Xiang Wang, An Zhang, Zemin Liu, Xiangnan He, Tat-Seng Chua:
Cooperative Explanations of Graph Neural Networks. WSDM 2023: 616-624 - [c443]Fengbin Zhu, Moxin Li, Junbin Xiao, Fuli Feng, Chao Wang, Tat-Seng Chua:
SoarGraph: Numerical Reasoning over Financial Table-Text Data via Semantic-Oriented Hierarchical Graphs. WWW (Companion Volume) 2023: 1236-1244 - [c442]An Zhang, Jingnan Zheng, Xiang Wang, Yancheng Yuan, Tat-Seng Chua:
Invariant Collaborative Filtering to Popularity Distribution Shift. WWW 2023: 1240-1251 - [c441]Yuting Yang, Wenqiang Lei, Pei Huang, Juan Cao, Jintao Li, Tat-Seng Chua:
A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking. WWW 2023: 1468-1477 - [e19]Zheng Wang, Cheng Long, Shihao Xu, Bingzheng Gan, Wei Shi, Zhao Cao, Tat-Seng Chua:
Proceedings of the 1st Workshop on Large Generative Models Meet Multimodal Applications, LGM3A 2023, Ottawa ON, Canada, 2 November 2023. ACM 2023 [contents] - [e18]Wei Ji, Yinwei Wei, Zhedong Zheng, Hao Fei, Tat-Seng Chua:
Proceedings of the 1st International Workshop on Deep Multimodal Learning for Information Retrieval, MMIR 2023, Ottawa ON, Canada, 2 November 2023. ACM 2023 [contents] - [e17]Zhedong Zheng, Yujiao Shi, Tingyu Wang, Jun Liu, Jianwu Fang, Yunchao Wei, Tat-Seng Chua:
Proceedings of the 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective, UAVM 2023, Ottawa ON, Canada, 2 November 2023. ACM 2023 [contents] - [e16]Tat-Seng Chua, Hady W. Lauw, Luo Si, Evimaria Terzi, Panayiotis Tsaparas:
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023. ACM 2023, ISBN 978-1-4503-9407-9 [contents] - [i201]Juncheng Li, Siliang Tang, Linchao Zhu, Wenqiao Zhang, Yi Yang, Tat-Seng Chua, Fei Wu, Yueting Zhuang:
Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding. CoRR abs/2301.09071 (2023) - [i200]An Zhang, Jingnan Zheng, Xiang Wang, Yancheng Yuan, Tat-Seng Chua:
Invariant Collaborative Filtering to Popularity Distribution Shift. CoRR abs/2302.05328 (2023) - [i199]Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua:
Contrastive Video Question Answering via Video Graph Transformer. CoRR abs/2302.13668 (2023) - [i198]An Zhang, Fangfu Liu, Wenchang Ma, Zhibo Cai, Xiang Wang, Tat-Seng Chua:
Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting. CoRR abs/2303.03187 (2023) - [i197]Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang, Mengze Li, Wei Ji, Qi Tian, Tat-Seng Chua, Yueting Zhuang:
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models. CoRR abs/2303.06571 (2023) - [i196]Wenjie Wang, Xinyu Lin, Liuhui Wang, Fuli Feng, Yunshan Ma, Tat-Seng Chua:
Causal Disentangled Recommendation Against User Preference Shifts. CoRR abs/2303.16068 (2023) - [i195]Wenjie Wang, Xinyu Lin, Fuli Feng, Xiangnan He, Tat-Seng Chua:
Generative Recommendation: Towards Next-generation Recommender Paradigm. CoRR abs/2304.03516 (2023) - [i194]Wenjie Wang, Yiyan Xu, Fuli Feng, Xinyu Lin, Xiangnan He, Tat-Seng Chua:
Diffusion Recommender Model. CoRR abs/2304.04971 (2023) - [i193]Hao Fei, Shengqiong Wu, Jingye Li, Bobo Li, Fei Li, Libo Qin, Meishan Zhang, Min Zhang, Tat-Seng Chua:
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model. CoRR abs/2304.06248 (2023) - [i192]Hao Fei, Tat-Seng Chua, Chenliang Li, Donghong Ji, Meishan Zhang, Yafeng Ren:
On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training. CoRR abs/2304.09563 (2023) - [i191]Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua:
Learnable Pillar-based Re-ranking for Image-Text Retrieval. CoRR abs/2304.12570 (2023) - [i190]Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua:
Search-in-the-Chain: Towards the Accurate, Credible and Traceable Content Generation for Complex Knowledge-intensive Tasks. CoRR abs/2304.14732 (2023) - [i189]Ao Zhang, Hao Fei, Yuan Yao, Wei Ji, Li Li, Zhiyuan Liu, Tat-Seng Chua:
Transfer Visual Prompt Generator across LLMs. CoRR abs/2305.01278 (2023) - [i188]Fengbin Zhu, Chao Wang, Fuli Feng, Zifeng Ren, Moxin Li, Tat-Seng Chua:
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents with Semantic-Oriented Hierarchical Graphs. CoRR abs/2305.01938 (2023) - [i187]Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua:
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. CoRR abs/2305.02750 (2023) - [i186]Xiaolin Chen, Xuemeng Song, Yinwei Wei, Liqiang Nie, Tat-Seng Chua:
Dual Semantic Knowledge Composed Multimodal Dialog Systems. CoRR abs/2305.09990 (2023) - [i185]Hao Fei, Bobo Li, Qian Liu, Lidong Bing, Fei Li, Tat-Seng Chua:
Reasoning Implicit Sentiment with Chain-of-Thought Prompting. CoRR abs/2305.11255 (2023) - [i184]Shengqiong Wu, Hao Fei, Yixin Cao, Lidong Bing, Tat-Seng Chua:
Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling. CoRR abs/2305.11719 (2023) - [i183]Yu Zhao, Hao Fei, Wei Ji, Jianguo Wei, Meishan Zhang, Min Zhang, Tat-Seng Chua:
Generating Visual Spatial Description via Holistic 3D Scene Understanding. CoRR abs/2305.11768 (2023) - [i182]Hao Fei, Qian Liu, Meishan Zhang, Min Zhang, Tat-Seng Chua:
Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination. CoRR abs/2305.12256 (2023) - [i181]Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua:
Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction. CoRR abs/2305.12258 (2023) - [i180]Shengqiong Wu, Hao Fei, Wei Ji, Tat-Seng Chua:
Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment. CoRR abs/2305.12260 (2023) - [i179]Bosheng Qin, Juncheng Li, Siliang Tang, Tat-Seng Chua, Yueting Zhuang:
InstructVid2Vid: Controllable Video Editing with Natural Language Instructions. CoRR abs/2305.12328 (2023) - [i178]Hanxing Ding, Liang Pang, Zihao Wei, Huawei Shen, Xueqi Cheng, Tat-Seng Chua:
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space. CoRR abs/2305.12785 (2023) - [i177]Yang Deng, Wenqiang Lei, Lizi Liao, Tat-Seng Chua:
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. CoRR abs/2305.13626 (2023) - [i176]Moxin Li, Wenjie Wang, Fuli Feng, Jizhi Zhang, Tat-Seng Chua:
Robust Instruction Optimization for Large Language Models with Distribution Shifts. CoRR abs/2305.13954 (2023) - [i175]Kangxi Wu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua:
LLMDet: A Large Language Models Detection Tool. CoRR abs/2305.15004 (2023) - [i174]Fangfu Liu, Wenchang Ma, An Zhang, Xiang Wang, Yueqi Duan, Tat-Seng Chua:
Discovering Dynamic Causal Space for DAG Structure Learning. CoRR abs/2306.02822 (2023) - [i173]Yujuan Ding, Zhihui Lai, P. Y. Mok, Tat-Seng Chua:
Computational Technologies for Fashion Recommendation: A Survey. CoRR abs/2306.03395 (2023) - [i172]Bobo Li, Hao Fei, Fei Li, Shengqiong Wu, Lizi Liao, Yinwei Wei, Tat-Seng Chua, Donghong Ji:
Revisiting Conversation Discourse for Dialogue Disentanglement. CoRR abs/2306.03975 (2023) - [i171]Peng Qi, Yuyang Zhao, Yufeng Shen, Wei Ji, Juan Cao, Tat-Seng Chua:
Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors. CoRR abs/2306.05241 (2023) - [i170]Yicong Li, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua:
Discovering Spatio-Temporal Rationales for Video Question Answering. CoRR abs/2307.12058 (2023) - [i169]Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua:
XNLP: An Interactive Demonstration System for Universal Structured NLP. CoRR abs/2308.01846 (2023) - [i168]Keyu Duan, Qian Liu, Tat-Seng Chua, Shuicheng Yan, Wei Tsang Ooi, Qizhe Xie, Junxian He:
SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning. CoRR abs/2308.02565 (2023) - [i167]Yicong Li, Xun Yang, An Zhang, Chun Feng, Xiang Wang, Tat-Seng Chua:
Redundancy-aware Transformer for Video Question Answering. CoRR abs/2308.03267 (2023) - [i166]Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Hanwang Zhang, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Yueting Zhuang:
Empowering Vision-Language Models to Follow Interleaved Vision-Language Instructions. CoRR abs/2308.04152 (2023) - [i165]Bobo Li, Hao Fei, Lizi Liao, Yu Zhao, Chong Teng, Tat-Seng Chua, Donghong Ji, Fei Li:
Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition. CoRR abs/2308.04502 (2023) - [i164]Yu Zhao, Hao Fei, Yixin Cao, Bobo Li, Meishan Zhang, Jianguo Wei, Min Zhang, Tat-Seng Chua:
Constructing Holistic Spatio-Temporal Scene Graph for Video Semantic Role Labeling. CoRR abs/2308.05081 (2023) - [i163]Leigang Qu, Shengqiong Wu, Hao Fei, Liqiang Nie, Tat-Seng Chua:
LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation. CoRR abs/2308.05095 (2023) - [i162]Yunshan Ma, Chenchen Ye, Zijian Wu, Xiang Wang, Yixin Cao, Tat-Seng Chua:
Context-aware Event Forecasting via Graph Disentanglement. CoRR abs/2308.06480 (2023) - [i161]Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Tat-Seng Chua:
Empowering Dynamics-aware Text-to-Video Diffusion with Large Language Models. CoRR abs/2308.13812 (2023) - [i160]Kelvin J. L. Koa, Yunshan Ma, Ritchie Ng, Tat-Seng Chua:
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction. CoRR abs/2309.00073 (2023) - [i159]Junbin Xiao, Angela Yao, Yicong Li, Tat-Seng Chua:
Can I Trust Your Answer? Visually Grounded Video Question Answering. CoRR abs/2309.01327 (2023) - [i158]Shengqiong Wu, Hao Fei, Leigang Qu, Wei Ji, Tat-Seng Chua:
NExT-GPT: Any-to-Any Multimodal LLM. CoRR abs/2309.05519 (2023) - [i157]Han Yi, Zhedong Zheng, Xiangyu Xu, Tat-Seng Chua:
Progressive Text-to-3D Generation for Automatic 3D Prototyping. CoRR abs/2309.14600 (2023) - [i156]Xinyu Lin, Wenjie Wang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua:
A Multi-facet Paradigm to Bridge Large Language Model and Recommendation. CoRR abs/2310.06491 (2023) - [i155]Liang Chen, Yang Deng, Yatao Bian, Zeyu Qin, Bingzhe Wu, Tat-Seng Chua, Kam-Fai Wong:
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators. CoRR abs/2310.07289 (2023) - [i154]An Zhang, Leheng Sheng, Yuxin Chen, Hao Li, Yang Deng, Xiang Wang, Tat-Seng Chua:
On Generative Agents in Recommendation. CoRR abs/2310.10108 (2023) - [i153]An Zhang, Wenchang Ma, Jingnan Zheng, Xiang Wang, Tat-Seng Chua:
Robust Collaborative Filtering to Popularity Distribution Shift. CoRR abs/2310.10696 (2023) - [i152]Ruihao Shui, Yixin Cao, Xiang Wang, Tat-Seng Chua:
A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction. CoRR abs/2310.11761 (2023) - [i151]Zhiyuan Liu, Sihang Li, Yanchen Luo, Hao Fei, Yixin Cao, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua:
MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter. CoRR abs/2310.12798 (2023) - [i150]Zhiyuan Liu, Yaorui Shi, An Zhang, Enzhi Zhang, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua:
Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules. CoRR abs/2310.14753 (2023) - [i149]An Zhang, Leheng Sheng, Zhibo Cai, Xiang Wang, Tat-Seng Chua:
Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss. CoRR abs/2310.18700 (2023) - [i148]Yunshan Ma, Xiaohao Liu, Yinwei Wei, Zhulin Tao, Xiang Wang, Tat-Seng Chua:
Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction. CoRR abs/2310.18770 (2023) - [i147]Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua:
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents. CoRR abs/2311.00262 (2023) - [i146]Ao Zhang, Wei Ji, Tat-Seng Chua:
NExT-Chat: An LMM for Chat, Detection and Segmentation. CoRR abs/2311.04498 (2023) - [i145]Chen Xu, Wenjie Wang, Yuxin Li, Liang Pang, Jun Xu, Tat-Seng Chua:
Do LLMs Implicitly Exhibit User Discrimination in Recommendation? An Empirical Study. CoRR abs/2311.07054 (2023) - [i144]Meng Chu, Zhedong Zheng, Wei Ji, Tat-Seng Chua:
Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatially Relation Matching. CoRR abs/2311.12751 (2023) - [i143]Yunshan Ma, Yingzhi He, Xiang Wang, Yinwei Wei, Xiaoyu Du, Yuyangzi Fu, Tat-Seng Chua:
MultiCBR: Multi-view Contrastive Learning for Bundle Recommendation. CoRR abs/2311.16751 (2023) - [i142]Tianyu Yu, Yuan Yao, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun, Tat-Seng Chua:
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback. CoRR abs/2312.00849 (2023) - [i141]Yunshan Ma, Chenchen Ye, Zijian Wu, Xiang Wang, Yixin Cao, Liang Pang, Tat-Seng Chua:
Structured, Complex and Time-complete Temporal Event Forecasting. CoRR abs/2312.01052 (2023) - [i140]Xinyu Lin, Wenjie Wang, Jujia Zhao, Yongqi Li, Fuli Feng, Tat-Seng Chua:
Temporally and Distributionally Robust Optimization for Cold-start Recommendation. CoRR abs/2312.09901 (2023) - [i139]Yang Deng, Zifeng Ren, An Zhang, Wenqiang Lei, Tat-Seng Chua:
Towards Goal-oriented Intelligent Tutoring Systems in Online Education. CoRR abs/2312.10053 (2023) - 2022
- [j168]Qianru Sun, Yaoyao Liu, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele:
Meta-Transfer Learning Through Hard Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1443-1456 (2022) - [j167]Sicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer:
Affective Image Content Analysis: Two Decades Review and New Perspectives. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6729-6751 (2022) - [j166]Yi Bin, Yujuan Ding, Bo Peng, Liang Peng, Yang Yang, Tat-Seng Chua:
Entity Slot Filling for Visual Captioning. IEEE Trans. Circuits Syst. Video Technol. 32(1): 52-62 (2022) - [j165]Xun Yang, Shanshan Wang, Jian Dong, Jianfeng Dong, Meng Wang, Tat-Seng Chua:
Video Moment Retrieval With Cross-Modal Neural Architecture Search. IEEE Trans. Image Process. 31: 1204-1216 (2022) - [j164]Guanghao Yin, Wei Wang, Zehuan Yuan, Wei Ji, Dongdong Yu, Shouqian Sun, Tat-Seng Chua, Changhu Wang:
Conditional Hyper-Network for Blind Super-Resolution With Multiple Degradations. IEEE Trans. Image Process. 31: 3949-3960 (2022) - [j163]Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua:
Topic-Guided Conversational Recommender in Multiple Domains. IEEE Trans. Knowl. Data Eng. 34(5): 2485-2496 (2022) - [j162]Kaili Mao, Jianwei Niu, Xuefeng Liu, Shaojie Tang, Lizi Liao, Tat-Seng Chua:
A Patience-Aware Recommendation Scheme for Shared Accounts on Mobile Devices. IEEE Trans. Knowl. Data Eng. 34(12): 5571-5585 (2022) - [j161]Lixi Deng, Jingjing Chen, Chong-Wah Ngo, Qianru Sun, Sheng Tang, Yongdong Zhang, Tat-Seng Chua:
Mixed Dish Recognition With Contextual Relation and Domain Alignment. IEEE Trans. Multim. 24: 2034-2045 (2022) - [j160]Yujuan Ding, Yunshan Ma, Lizi Liao, Wai Keung Wong, Tat-Seng Chua:
Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media. IEEE Trans. Multim. 24: 2287-2299 (2022) - [j159]Yujuan Ding, Yunshan Ma, Wai Keung Wong, Tat-Seng Chua:
Modeling Instant User Intent and Content-Level Transition for Sequential Fashion Recommendation. IEEE Trans. Multim. 24: 2687-2700 (2022) - [j158]Yinwei Wei, Xiang Wang, Xiangnan He, Liqiang Nie, Yong Rui, Tat-Seng Chua:
Hierarchical User Intent Graph Network for Multimedia Recommendation. IEEE Trans. Multim. 24: 2701-2712 (2022) - [j157]Xiangnan He, Zhaochun Ren, Emine Yilmaz, Marc Najork, Tat-Seng Chua:
Graph Technologies for User Modeling and Recommendation: Introduction to the Special Issue - Part 1. ACM Trans. Inf. Syst. 40(2): 21:1-21:5 (2022) - [j156]Xiangnan He, Zhaochun Ren, Emine Yilmaz, Marc Najork, Tat-Seng Chua:
Introduction to the Special Section on Graph Technologies for User Modeling and Recommendation, Part 2. ACM Trans. Inf. Syst. 40(3): 42:1-42:5 (2022) - [c440]Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, Tat-Seng Chua:
Rethinking the Two-Stage Framework for Grounded Situation Recognition. AAAI 2022: 2651-2658 - [c439]Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua:
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering. AAAI 2022: 2804-2812 - [c438]Moxin Li, Fuli Feng, Hanwang Zhang, Xiangnan He, Fengbin Zhu, Tat-Seng Chua:
Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning. ACL (1) 2022: 57-69 - [c437]Chongming Gao, Shijun Li, Wenqiang Lei, Jiawei Chen, Biao Li, Peng Jiang, Xiangnan He, Jiaxin Mao, Tat-Seng Chua:
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems. CIKM 2022: 540-550 - [c436]Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua:
Invariant Grounding for Video Question Answering. CVPR 2022: 2918-2927 - [c435]Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan:
Video Graph Transformer for Video Question Answering. ECCV (36) 2022: 39-58 - [c434]Ao Zhang, Yuan Yao, Qianyu Chen, Wei Ji, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua:
Fine-Grained Scene Graph Generation with Data Transfer. ECCV (27) 2022: 409-424 - [c433]Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam:
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. EMNLP 2022: 2581-2594 - [c432]Yuxia Wu, Lizi Liao, Xueming Qian, Tat-Seng Chua:
Semi-supervised New Slot Discovery with Incremental Clustering. EMNLP (Findings) 2022: 6207-6218 - [c431]Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua:
Video Question Answering: Datasets, Algorithms and Challenges. EMNLP 2022: 6439-6455 - [c430]Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua:
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. EMNLP 2022: 6970-6984 - [c429]Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models. EMNLP 2022: 11104-11117 - [c428]Yingxin Wu, Xiang Wang, An Zhang, Xiangnan He, Tat-Seng Chua:
Discovering Invariant Rationales for Graph Neural Networks. ICLR 2022 - [c427]Sihang Li, Xiang Wang, An Zhang, Yingxin Wu, Xiangnan He, Tat-Seng Chua:
Let Invariant Rationale Discovery Inspire Graph Contrastive Learning. ICML 2022: 13052-13065 - [c426]Yunshan Ma, Yingzhi He, An Zhang, Xiang Wang, Tat-Seng Chua:
CrossCBR: Cross-view Contrastive Learning for Bundle Recommendation. KDD 2022: 1233-1241 - [c425]Yongduo Sui, Xiang Wang, Jiancan Wu, Min Lin, Xiangnan He, Tat-Seng Chua:
Causal Attention for Interpretable and Generalizable Graph Classification. KDD 2022: 1696-1705 - [c424]Xufeng Qian, Yue Xu, Fuyu Lv, Shengyu Zhang, Ziwen Jiang, Qingwen Liu, Xiaoyi Zeng, Tat-Seng Chua, Fei Wu:
Intelligent Request Strategy Design in Recommender System. KDD 2022: 3772-3782 - [c423]Yicong Li, Xiang Wang, Junbin Xiao, Tat-Seng Chua:
Equivariant and Invariant Grounding for Video Question Answering. ACM Multimedia 2022: 4714-4722 - [c422]Fengbin Zhu, Wenqiang Lei, Fuli Feng, Chao Wang, Haozhou Zhang, Tat-Seng Chua:
Towards Complex Document Understanding By Discrete Reasoning. ACM Multimedia 2022: 4857-4866 - [c421]Chenchen Ye, Lizi Liao, Suyu Liu, Tat-Seng Chua:
Reflecting on Experiences for Response Generation. ACM Multimedia 2022: 5265-5273 - [c420]Xuemeng Song, Jingjing Chen, Federico Becattini, Weili Guan, Yibing Zhan, Tat-Seng Chua:
MCFR'22: 1st Workshop on Multimedia Computing towards Fashion Recommendation. ACM Multimedia 2022: 7416-7417 - [c419]Hao Fei, Shengqiong Wu, Jingye Li, Bobo Li, Fei Li, Libo Qin, Meishan Zhang, Min Zhang, Tat-Seng Chua:
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model. NeurIPS 2022 - [c418]An Zhang, Wenchang Ma, Xiang Wang, Tat-Seng Chua:
Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering. NeurIPS 2022 - [c417]Chenchen Ye, Lizi Liao, Fuli Feng, Wei Ji, Tat-Seng Chua:
Structured and Natural Responses Co-generation for Conversational Search. SIGIR 2022: 155-164 - [c416]Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua:
Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy. SIGIR 2022: 212-222 - [c415]Wenjie Wang, Fuli Feng, Liqiang Nie, Tat-Seng Chua:
User-controllable Recommendation Against Filter Bubbles. SIGIR 2022: 1251-1261 - [c414]Jun Zeng, Xiang Wang, Jiahao Liu, Yinfang Chen, Zhenkai Liang, Tat-Seng Chua, Zheng Leong Chua:
SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records. SP 2022: 489-506 - [c413]Shengyu Zhang, Lingxiao Yang, Dong Yao, Yujie Lu, Fuli Feng, Zhou Zhao, Tat-Seng Chua, Fei Wu:
Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest Recommendation. WWW 2022: 2216-2226 - [c412]Wenjie Wang, Xinyu Lin, Fuli Feng, Xiangnan He, Min Lin, Tat-Seng Chua:
Causal Representation Learning for Out-of-Distribution Recommendation. WWW 2022: 3562-3571 - [e15]Xuemeng Song, Jingjing Chen, Federico Becattini, Weili Guan, Yibing Zhan, Tat-Seng Chua:
MCFR@MM 2022: Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation, Lisboa, Portugal, 14 October 2022. ACM 2022, ISBN 978-1-4503-9498-7 [contents] - [i138]Zhiyuan Liu, Yixin Cao, Fuli Feng, Xiang Wang, Xindi Shang, Jie Tang, Kenji Kawaguchi, Tat-Seng Chua:
Training Free Graph Neural Networks for Graph Matching. CoRR abs/2201.05349 (2022) - [i137]Yuting Yang, Wenqiang Lei, Juan Cao, Jintao Li, Tat-Seng Chua:
Prompt Learning for Few-Shot Dialogue State Tracking. CoRR abs/2201.05780 (2022) - [i136]Ying-Xin Wu, Xiang Wang, An Zhang, Xia Hu, Fuli Feng, Xiangnan He, Tat-Seng Chua:
Deconfounding to Explanation Evaluation in Graph Neural Networks. CoRR abs/2201.08802 (2022) - [i135]Ying-Xin Wu, Xiang Wang, An Zhang, Xiangnan He, Tat-Seng Chua:
Discovering Invariant Rationales for Graph Neural Networks. CoRR abs/2201.12872 (2022) - [i134]Chongming Gao, Shijun Li, Wenqiang Lei, Biao Li, Peng Jiang, Jiawei Chen, Xiangnan He, Jiaxin Mao, Tat-Seng Chua:
KuaiRec: A Fully-observed Dataset for Recommender Systems. CoRR abs/2202.10842 (2022) - [i133]Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua:
Video Question Answering: Datasets, Algorithms and Challenges. CoRR abs/2203.01225 (2022) - [i132]Ao Zhang, Yuan Yao, Qianyu Chen, Wei Ji, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua:
Fine-Grained Scene Graph Generation with Data Transfer. CoRR abs/2203.11654 (2022) - [i131]Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam:
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. CoRR abs/2204.06923 (2022) - [i130]Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua:
Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy. CoRR abs/2204.07433 (2022) - [i129]Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Tat-Seng Chua, Yi Yang, Chenggang Yan:
Multiple-environment Self-adaptive Network for Aerial-view Geo-localization. CoRR abs/2204.08381 (2022) - [i128]Xiang Wang, Ying-Xin Wu, An Zhang, Fuli Feng, Xiangnan He, Tat-Seng Chua:
Reinforced Causal Explainer for Graph Neural Networks. CoRR abs/2204.11028 (2022) - [i127]Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua:
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective. CoRR abs/2204.13096 (2022) - [i126]Wenjie Wang, Fuli Feng, Liqiang Nie, Tat-Seng Chua:
User-controllable Recommendation Against Filter Bubbles. CoRR abs/2204.13844 (2022) - [i125]Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models. CoRR abs/2205.11169 (2022) - [i124]Yu Wang, An Zhang, Xiang Wang, Xiangnan He, Tat-Seng Chua:
Differentiable Invariant Causal Discovery. CoRR abs/2205.15638 (2022) - [i123]Yunshan Ma, Yingzhi He, An Zhang, Xiang Wang, Tat-Seng Chua:
CrossCBR: Cross-view Contrastive Learning for Bundle Recommendation. CoRR abs/2206.00242 (2022) - [i122]Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua:
Invariant Grounding for Video Question Answering. CoRR abs/2206.02349 (2022) - [i121]Fengbin Zhu, Chao Wang, Wenqiang Lei, Ziyang Liu, Tat-Seng Chua:
RDU: A Region-based Approach to Form-style Document Understanding. CoRR abs/2206.06890 (2022) - [i120]Sihang Li, Xiang Wang, An Zhang, Yingxin Wu, Xiangnan He, Tat-Seng Chua:
Let Invariant Rationale Discovery Inspire Graph Contrastive Learning. CoRR abs/2206.07869 (2022) - [i119]Xufeng Qian, Yue Xu, Fuyu Lv, Shengyu Zhang, Ziwen Jiang, Qingwen Liu, Xiaoyi Zeng, Tat-Seng Chua, Fei Wu:
Intelligent Request Strategy Design in Recommender System. CoRR abs/2206.12296 (2022) - [i118]Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan:
Video Graph Transformer for Video Question Answering. CoRR abs/2207.05342 (2022) - [i117]Jian Ma, Zhedong Zheng, Hao Fei, Feng Zheng, Tat-Seng Chua, Yi Yang:
Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion. CoRR abs/2207.06057 (2022) - [i116]Fengbin Zhu, Wenqiang Lei, Fuli Feng, Chao Wang, Haozhou Zhang, Tat-Seng Chua:
Towards Complex Document Understanding By Discrete Reasoning. CoRR abs/2207.11871 (2022) - [i115]Yicong Li, Xiang Wang, Junbin Xiao, Tat-Seng Chua:
Equivariant and Invariant Grounding for Video Question Answering. CoRR abs/2207.12783 (2022) - [i114]Shengyu Zhang, Lingxiao Yang, Dong Yao, Yujie Lu, Fuli Feng, Zhou Zhao, Tat-Seng Chua, Fei Wu:
Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest Recommendation. CoRR abs/2208.08011 (2022) - [i113]Shengyu Zhang, Bofang Li, Dong Yao, Fuli Feng, Jieming Zhu, Wenyan Fan, Zhou Zhao, Xiaofei He, Tat-Seng Chua, Fei Wu:
CCL4Rec: Contrast over Contrastive Learning for Micro-video Recommendation. CoRR abs/2208.08024 (2022) - [i112]Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam:
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. CoRR abs/2210.08697 (2022) - [i111]Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua:
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. CoRR abs/2210.08817 (2022) - [i110]An Zhang, Wenchang Ma, Xiang Wang, Tat-Seng Chua:
Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering. CoRR abs/2210.11054 (2022) - [i109]Jianwu Fang, Fan Wang, Peining Shen, Zhedong Zheng, Jianru Xue, Tat-Seng Chua:
Behavioral Intention Prediction in Driving Scenes: A Survey. CoRR abs/2211.00385 (2022) - [i108]Bobo Li, Hao Fei, Fei Li, Yuhan Wu, Jinsong Zhang, Shengqiong Wu, Jingye Li, Yijiang Liu, Lizi Liao, Tat-Seng Chua, Donghong Ji:
DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis. CoRR abs/2211.05705 (2022) - [i107]Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua:
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization. CoRR abs/2211.07394 (2022) - [i106]Mu Chen, Zhedong Zheng, Yi Yang, Tat-Seng Chua:
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation. CoRR abs/2211.07609 (2022) - [i105]Peng Qi, Yuyan Bu, Juan Cao, Wei Ji, Ruihao Shui, Junbin Xiao, Danding Wang, Tat-Seng Chua:
FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms. CoRR abs/2211.10973 (2022) - [i104]Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Haitao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun:
Visually Grounded Commonsense Knowledge Acquisition. CoRR abs/2211.12054 (2022) - [i103]Jianwu Fang, Lei-Lei Li, Kuan Yang, Zhedong Zheng, Jianru Xue, Tat-Seng Chua:
Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark. CoRR abs/2212.09381 (2022) - [i102]Yinwei Wei, Xiang Wang, Liqiang Nie, Shaoyu Li, Dingxian Wang, Tat-Seng Chua:
Causal Inference for Knowledge Graph based Recommendation. CoRR abs/2212.10046 (2022) - [i101]Wei Ji, Long Chen, Yinwei Wei, Yiming Wu, Tat-Seng Chua:
MRTNet: Multi-Resolution Temporal Network for Video Sentence Grounding. CoRR abs/2212.13163 (2022) - 2021
- [j155]Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua:
Advances and challenges in conversational recommender systems: A survey. AI Open 2: 100-126 (2021) - [j154]Qianwen Cao, Heyan Huang, Xindi Shang, Boran Wang, Tat-Seng Chua:
3-D Relation Network for visual relation recognition in videos. Neurocomputing 432: 91-100 (2021) - [j153]Lizi Liao, Le Hong Long, Yunshan Ma, Wenqiang Lei, Tat-Seng Chua:
Dialogue State Tracking with Incremental Reasoning. Trans. Assoc. Comput. Linguistics 9: 557-569 (2021) - [j152]Jingjing Chen, Bin Zhu, Chong-Wah Ngo, Tat-Seng Chua, Yu-Gang Jiang:
A Study of Multi-Task and Region-Wise Deep Learning for Food Ingredient Recognition. IEEE Trans. Image Process. 30: 1514-1526 (2021) - [j151]Fuli Feng, Xiangnan He, Jie Tang, Tat-Seng Chua:
Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure. IEEE Trans. Knowl. Data Eng. 33(6): 2493-2504 (2021) - [j150]Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua, Lina Yao, Yang Song, Depeng Jin:
Learning to Recommend With Multiple Cascading Behaviors. IEEE Trans. Knowl. Data Eng. 33(6): 2588-2601 (2021) - [j149]Liangming Pan, Jingjing Chen, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Tat-Seng Chua:
A Hybrid Approach for Detecting Prerequisite Relations in Multi-Modal Food Recipes. IEEE Trans. Multim. 23: 4491-4501 (2021) - [j148]Yaoyao Liu, Qianru Sun, Xiangnan He, An-An Liu, Yuting Su, Tat-Seng Chua:
Generating Face Images With Attributes for Free. IEEE Trans. Neural Networks Learn. Syst. 32(6): 2733-2743 (2021) - [j147]Shijun Li, Wenqiang Lei, Qingyun Wu, Xiangnan He, Peng Jiang, Tat-Seng Chua:
Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-start Users. ACM Trans. Inf. Syst. 39(4): 40:1-40:29 (2021) - [c411]Wenqiang Lei, Yisong Miao, Runpeng Xie, Bonnie Webber, Meichun Liu, Tat-Seng Chua, Nancy F. Chen:
Have We Solved The Hard Problem? It's Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence. AAAI 2021: 13208-13216 - [c410]Chen Qian, Fuli Feng, Lijie Wen, Tat-Seng Chua:
Conceptualized and Contextualized Gaussian Embedding. AAAI 2021: 13683-13691 - [c409]Fuli Feng, Jizhi Zhang, Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
Empowering Language Understanding with Counterfactual Reasoning. ACL/IJCNLP (Findings) 2021: 2226-2236 - [c408]Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua:
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance. ACL/IJCNLP (1) 2021: 3277-3287 - [c407]Zikun Hu, Yixin Cao, Lifu Huang, Tat-Seng Chua:
How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction. ACL/IJCNLP (1) 2021: 4662-4671 - [c406]Na Zhao, Tat-Seng Chua, Gim Hee Lee:
Few-Shot 3D Point Cloud Semantic Segmentation. CVPR 2021: 8873-8882 - [c405]Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua:
NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions. CVPR 2021: 9777-9786 - [c404]Fuli Feng, Xilin Rui, Wenjie Wang, Yixin Cao, Tat-Seng Chua:
Pre-training and evaluation of numeracy-oriented language model. ICAIF 2021: 47:1-47:8 - [c403]Fuli Feng, Xiang Wang, Xiangnan He, Ritchie Ng, Tat-Seng Chua:
Time horizon-aware modeling of financial texts for stock price prediction. ICAIF 2021: 51:1-51:8 - [c402]Wenjie Wang, Fuli Feng, Xiangnan He, Xiang Wang, Tat-Seng Chua:
Deconfounded Recommendation for Alleviating Bias Amplification. KDD 2021: 1717-1725 - [c401]Yujuan Ding, Yunshan Ma, Wai Keung Wong, Tat-Seng Chua:
Leveraging Two Types of Global Graph for Sequential Fashion Recommendation. ICMR 2021: 73-81 - [c400]Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua, Jinyoung Moon, Hong-Han Shuai:
Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting. ICMR 2021: 615-618 - [c399]Yingxu He, Lizi Liao, Zheng Zhang, Tat-Seng Chua:
Towards Enriching Responses with Crowd-sourced Knowledge for Task-oriented Dialogue. MuCAI @ ACM Multimedia 2021: 3-11 - [c398]João Magalhães, Tat-Seng Chua, Tao Mei, Alan F. Smeaton:
The Next Generation Multimodal Conversational Search and Recommendation. ACM Multimedia 2021: 953-954 - [c397]Xindi Shang, Yicong Li, Junbin Xiao, Wei Ji, Tat-Seng Chua:
Video Visual Relation Detection via Iterative Inference. ACM Multimedia 2021: 3654-3663 - [c396]Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu:
Why Do We Click: Visual Impression-aware News Recommendation. ACM Multimedia 2021: 3881-3890 - [c395]Yicong Li, Xun Yang, Xindi Shang, Tat-Seng Chua:
Interventional Video Relation Detection. ACM Multimedia 2021: 4091-4099 - [c394]Wei Ji, Yicong Li, Meng Wei, Xindi Shang, Junbin Xiao, Tongwei Ren, Tat-Seng Chua:
VidVRD 2021: The Third Grand Challenge on Video Relation Detection. ACM Multimedia 2021: 4779-4783 - [c393]Yi Bin, Xindi Shang, Bo Peng, Yujuan Ding, Tat-Seng Chua:
Multi-Perspective Video Captioning. ACM Multimedia 2021: 5110-5118 - [c392]Yinwei Wei, Xiang Wang, Qi Li, Liqiang Nie, Yan Li, Xuanping Li, Tat-Seng Chua:
Contrastive Learning for Cold-Start Recommendation. ACM Multimedia 2021: 5382-5390 - [c391]Stevan Rudinac, Alessandro Bozzon, Tat-Seng Chua, Suzanne Little, Daniel Gatica-Perez, Kiyoharu Aizawa:
UrbanMM'21: 1st International Workshop on Multimedia Computing for Urban Data. ACM Multimedia 2021: 5696-5697 - [c390]Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua:
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction. NAACL-HLT 2021: 5441-5452 - [c389]Xiang Wang, Ying-Xin Wu, An Zhang, Xiangnan He, Tat-Seng Chua:
Towards Multi-Grained Explainability for Graph Neural Networks. NeurIPS 2021: 18446-18458 - [c388]Xun Yang, Fuli Feng, Wei Ji, Meng Wang, Tat-Seng Chua:
Deconfounded Video Moment Retrieval with Causal Intervention. SIGIR 2021: 1-10 - [c387]Fuli Feng, Moxin Li, Cheng Luo, Ritchie Ng, Tat-Seng Chua:
Hybrid Learning to Rank for Financial Event Ranking. SIGIR 2021: 233-243 - [c386]Shengyu Zhang, Dong Yao, Zhou Zhao, Tat-Seng Chua, Fei Wu:
CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation. SIGIR 2021: 367-377 - [c385]Lizi Liao, Le Hong Long, Zheng Zhang, Minlie Huang, Tat-Seng Chua:
MMConv: An Environment for Multimodal Conversational Search across Multiple Domains. SIGIR 2021: 675-684 - [c384]Fuli Feng, Weiran Huang, Xiangnan He, Xin Xin, Qifan Wang, Tat-Seng Chua:
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method. SIGIR 2021: 1208-1218 - [c383]Wenjie Wang, Fuli Feng, Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue. SIGIR 2021: 1288-1297 - [c382]Wenjie Wang, Fuli Feng, Xiangnan He, Liqiang Nie, Tat-Seng Chua:
Denoising Implicit Feedback for Recommendation. WSDM 2021: 373-381 - [c381]Xiang Wang, Tinglin Huang, Dingxian Wang, Yancheng Yuan, Zhenguang Liu, Xiangnan He, Tat-Seng Chua:
Learning Intents behind Interactions with Knowledge Graph for Recommendation. WWW 2021: 878-887 - [c380]Lizi Liao, Tongyao Zhu, Le Hong Long, Tat-Seng Chua:
Multi-domain Dialogue State Tracking with Recursive Inference. WWW 2021: 2568-2577 - [e14]Stevan Rudinac, Alessandro Bozzon, Tat-Seng Chua, Suzanne Little, Daniel Gatica-Perez, Kiyoharu Aizawa:
UrbanMM'21: Proceedings of the 1st International Workshop on Multimedia Computing for Urban Data, Virtual Event, China, 20 October 2021. ACM 2021, ISBN 978-1-4503-8669-2 [contents] - [e13]Tat-Seng Chua, Jingdong Wang, Qi Tian, Cathal Gurrin, Jia Jia, Hanwang Zhang, Qianru Sun:
MMAsia 2020: ACM Multimedia Asia, Virtual Event / Singapore, 7-9 March, 2021. ACM 2021, ISBN 978-1-4503-8308-0 [contents] - [i100]Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua:
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering. CoRR abs/2101.00774 (2021) - [i99]Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua:
Advances and Challenges in Conversational Recommender Systems: A Survey. CoRR abs/2101.09459 (2021) - [i98]Xiang Wang, Tinglin Huang, Dingxian Wang, Yancheng Yuan, Zhenguang Liu, Xiangnan He, Tat-Seng Chua:
Learning Intents behind Interactions with Knowledge Graph for Recommendation. CoRR abs/2102.07057 (2021) - [i97]An Zhang, Xiang Wang, Chengfang Fang, Jie Shi, Tat-Seng Chua, Zehua Chen:
A-FMI: Learning Attributions from Deep Networks via Feature Map Importance. CoRR abs/2104.05527 (2021) - [i96]Yujuan Ding, Yunshan Ma, Lizi Liao, Wai Keung Wong, Tat-Seng Chua:
Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media. CoRR abs/2105.03299 (2021) - [i95]Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua:
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction. CoRR abs/2105.04443 (2021) - [i94]Yujuan Ding, Yunshan Ma, Wai Keung Wong, Tat-Seng Chua:
Leveraging Two Types of Global Graph for Sequential Fashion Recommendation. CoRR abs/2105.07585 (2021) - [i93]Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua:
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance. CoRR abs/2105.07624 (2021) - [i92]Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua:
NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions. CoRR abs/2105.08276 (2021) - [i91]Wenjie Wang, Fuli Feng, Xiangnan He, Xiang Wang, Tat-Seng Chua:
Deconfounded Recommendation for Alleviating Bias Amplification. CoRR abs/2105.10648 (2021) - [i90]Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua, Jinyoung Moon, Hong-Han Shuai:
Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting. CoRR abs/2105.11826 (2021) - [i89]Xun Yang, Fuli Feng, Wei Ji, Meng Wang, Tat-Seng Chua:
Deconfounded Video Moment Retrieval with Causal Intervention. CoRR abs/2106.01534 (2021) - [i88]Fuli Feng, Jizhi Zhang, Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
Empowering Language Understanding with Counterfactual Reasoning. CoRR abs/2106.03046 (2021) - [i87]Sicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer:
Affective Image Content Analysis: Two Decades Review and New Perspectives. CoRR abs/2106.16125 (2021) - [i86]Yinwei Wei, Xiang Wang, Qi Li, Liqiang Nie, Yan Li, Xuanping Li, Tat-Seng Chua:
Contrastive Learning for Cold-Start Recommendation. CoRR abs/2107.05315 (2021) - [i85]Zikun Hu, Yixin Cao, Lifu Huang, Tat-Seng Chua:
How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction. CoRR abs/2107.12064 (2021) - [i84]Shengyu Zhang, Dong Yao, Zhou Zhao, Tat-Seng Chua, Fei Wu:
CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation. CoRR abs/2109.05261 (2021) - [i83]Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models. CoRR abs/2109.11797 (2021) - [i82]Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu:
Why Do We Click: Visual Impression-aware News Recommendation. CoRR abs/2109.12651 (2021) - [i81]Yinwei Wei, Xiang Wang, Xiangnan He, Liqiang Nie, Yong Rui, Tat-Seng Chua:
Hierarchical User Intent Graph Network forMultimedia Recommendation. CoRR abs/2110.14925 (2021) - [i80]Yinwei Wei, Xiang Wang, Liqiang Nie, Xiangnan He, Tat-Seng Chua:
GRCN: Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback. CoRR abs/2111.02036 (2021) - [i79]Wenjie Wang, Fuli Feng, Xiangnan He, Liqiang Nie, Tat-Seng Chua:
Learning Robust Recommender from Noisy Implicit Feedback. CoRR abs/2112.01160 (2021) - [i78]Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, Tat-Seng Chua:
Rethinking the Two-Stage Framework for Grounded Situation Recognition. CoRR abs/2112.05375 (2021) - [i77]Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua:
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering. CoRR abs/2112.06197 (2021) - [i76]Yongduo Sui, Xiang Wang, Jiancan Wu, Xiangnan He, Tat-Seng Chua:
Deconfounded Training for Graph Neural Networks. CoRR abs/2112.15089 (2021) - 2020
- [j146]Ard Oerlemans, Yanming Guo, Michael S. Lew, Tat-Seng Chua:
Special issue on deep learning in image and video retrieval. Int. J. Multim. Inf. Retr. 9(2): 61-62 (2020) - [j145]Zhulin Tao, Yinwei Wei, Xiang Wang, Xiangnan He, Xianglin Huang, Tat-Seng Chua:
MGAT: Multimodal Graph Attention Network for Recommendation. Inf. Process. Manag. 57(5): 102277 (2020) - [j144]Zhulin Tao, Xiang Wang, Xiangnan He, Xianglin Huang, Tat-Seng Chua:
HoAFM: A High-order Attentive Factorization Machine for CTR Prediction. Inf. Process. Manag. 57(6): 102076 (2020) - [j143]Bo Peng, Jianjun Lei, Huazhu Fu, Changqing Zhang, Tat-Seng Chua, Xuelong Li:
Unsupervised Video Action Clustering via Motion-Scene Interaction Constraint. IEEE Trans. Circuits Syst. Video Technol. 30(1): 131-144 (2020) - [j142]Jinhui Tang, Xiaoyu Du, Xiangnan He, Fajie Yuan, Qi Tian, Tat-Seng Chua:
Adversarial Training Towards Robust Multimedia Recommender System. IEEE Trans. Knowl. Data Eng. 32(5): 855-867 (2020) - [j141]Xiaoyan Gao, Fuli Feng, Xiangnan He, Heyan Huang, Xinyu Guan, Chong Feng, Zhaoyan Ming, Tat-Seng Chua:
Hierarchical Attention Network for Visually-Aware Food Recommendation. IEEE Trans. Multim. 22(6): 1647-1659 (2020) - [j140]Xiangnan He, Jinhui Tang, Xiaoyu Du, Richang Hong, Tongwei Ren, Tat-Seng Chua:
Fast Matrix Factorization With Nonuniform Weights on Missing Data. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2791-2804 (2020) - [j139]Francesco Gelli, Tiberio Uricchio, Xiangnan He, Alberto Del Bimbo, Tat-Seng Chua:
Learning Visual Elements of Images for Discovery of Brand Posts. ACM Trans. Multim. Comput. Commun. Appl. 16(2): 56:1-56:21 (2020) - [c379]Tiancheng Shen, Jia Jia, Yan Li, Yihui Ma, Yaohua Bu, Hanjie Wang, Bo Chen, Tat-Seng Chua, Wendy Hall:
PEIA: Personality and Emotion Integrated Attentive Model for Music Recommendation on Social Media Platforms. AAAI 2020: 206-213 - [c378]Haozhe Wu, Zhiyuan Hu, Jia Jia, Yaohua Bu, Xiangnan He, Tat-Seng Chua:
Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction. AAAI 2020: 254-261 - [c377]Chuang Lin, Sicheng Zhao, Lei Meng, Tat-Seng Chua:
Multi-Source Domain Adaptation for Visual Sentiment Classification. AAAI 2020: 2661-2668 - [c376]Chen Qian, Fuli Feng, Lijie Wen, Zhenpeng Chen, Li Lin, Yanan Zheng, Tat-Seng Chua:
Solving Sequential Text Classification as Board-Game Playing. AAAI 2020: 8640-8648 - [c375]Meihan Tong, Shuai Wang, Yixin Cao, Bin Xu, Juanzi Li, Lei Hou, Tat-Seng Chua:
Image Enhanced Event Detection in News Articles. AAAI 2020: 9040-9047 - [c374]Jingjing Chen, Liangming Pan, Zhipeng Wei, Xiang Wang, Chong-Wah Ngo, Tat-Seng Chua:
Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network. AAAI 2020: 10542-10550 - [c373]Zhipeng Wei, Jingjing Chen, Xingxing Wei, Linxi Jiang, Tat-Seng Chua, Fengfeng Zhou, Yu-Gang Jiang:
Heuristic Black-Box Adversarial Attacks on Video Recognition Models. AAAI 2020: 12338-12345 - [c372]Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua:
Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen. ACL 2020: 1061-1071 - [c371]Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan:
Semantic Graphs for Generating Deep Questions. ACL 2020: 1463-1475 - [c370]Shaoteng Liu, Jingjing Chen, Liangming Pan, Chong-Wah Ngo, Tat-Seng Chua, Yu-Gang Jiang:
Hyperbolic Visual Embedding Learning for Zero-Shot Recognition. CVPR 2020: 9270-9278 - [c369]Na Zhao, Tat-Seng Chua, Gim Hee Lee:
SESS: Self-Ensembling Semi-Supervised 3D Object Detection. CVPR 2020: 11076-11084 - [c368]Junbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-Seng Chua:
Visual Relation Grounding in Videos. ECCV (6) 2020: 447-464 - [c367]Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Tat-Seng Chua:
Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment. EMNLP (1) 2020: 6355-6364 - [c366]Wenqiang Lei, Weixin Wang, Zhixin Ma, Tian Gan, Wei Lu, Min-Yen Kan, Tat-Seng Chua:
Re-examining the Role of Schema Linking in Text-to-SQL. EMNLP (1) 2020: 6943-6954 - [c365]Na Zhao, Tat-Seng Chua, Gim Hee Lee:
PS2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation. ICPR 2020: 723-730 - [c364]Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang:
Learning Goal-oriented Dialogue Policy with opposite Agent Awareness. AACL/IJCNLP 2020: 122-132 - [c363]Wenqiang Lei, Gangyi Zhang, Xiangnan He, Yisong Miao, Xiang Wang, Liang Chen, Tat-Seng Chua:
Interactive Path Reasoning on Graph for Conversational Recommendation. KDD 2020: 2073-2083 - [c362]Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua:
Knowledge Enhanced Neural Fashion Trend Forecasting. ICMR 2020: 82-90 - [c361]Hongru Liang, Wenqiang Lei, Paul Yaozhu Chan, Zhenglu Yang, Maosong Sun, Tat-Seng Chua:
PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music. ACM Multimedia 2020: 574-582 - [c360]Liangming Pan, Jingjing Chen, Jianlong Wu, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Yu-Gang Jiang, Tat-Seng Chua:
Multi-modal Cooking Workflow Construction for Food Recipes. ACM Multimedia 2020: 1132-1141 - [c359]Zixuan Su, Xindi Shang, Jingjing Chen, Yu-Gang Jiang, Zhiyong Qiu, Tat-Seng Chua:
Video Relation Detection via Multiple Hypothesis Association. ACM Multimedia 2020: 3127-3135 - [c358]Lei Meng, Fuli Feng, Xiangnan He, Xiaoyan Gao, Tat-Seng Chua:
Heterogeneous Fusion of Semantic and Collaborative Information for Visually-Aware Food Recommendation. ACM Multimedia 2020: 3460-3468 - [c357]Xiaoyu Du, Xiang Wang, Xiangnan He, Zechao Li, Jinhui Tang, Tat-Seng Chua:
How to Learn Item Representation for Cold-Start Multimedia Recommendation? ACM Multimedia 2020: 3469-3477 - [c356]Yinwei Wei, Xiang Wang, Liqiang Nie, Xiangnan He, Tat-Seng Chua:
Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback. ACM Multimedia 2020: 3541-3549 - [c355]Kun Liu, Minzhi Zhu, Huiyuan Fu, Huadong Ma, Tat-Seng Chua:
Enhancing Anomaly Detection in Surveillance Videos with Transfer Learning from Action Recognition. ACM Multimedia 2020: 4664-4668 - [c354]Lizi Liao, Lyndon Kennedy, Lynn Wilcox, Tat-Seng Chua:
Crowd Knowledge Enhanced Multimodal Conversational Assistant in Travel Domain. MMM (1) 2020: 405-418 - [c353]Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt:
Neural Sparse Voxel Fields. NeurIPS 2020 - [c352]Xingchen Li, Xiang Wang, Xiangnan He, Long Chen, Jun Xiao, Tat-Seng Chua:
Hierarchical Fashion Graph Network for Personalized Outfit Recommendation. SIGIR 2020: 159-168 - [c351]Xiang Wang, Hongye Jin, An Zhang, Xiangnan He, Tong Xu, Tat-Seng Chua:
Disentangled Graph Collaborative Filtering. SIGIR 2020: 1001-1010 - [c350]Chen Qian, Fuli Feng, Lijie Wen, Li Lin, Tat-Seng Chua:
Enhancing Text Classification via Discovering Additional Semantic Clues from Logograms. SIGIR 2020: 1201-1210 - [c349]Xun Yang, Jianfeng Dong, Yixin Cao, Xun Wang, Meng Wang, Tat-Seng Chua:
Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval. SIGIR 2020: 1339-1348 - [c348]Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua:
Conversational Recommendation: Formulation, Methods, and Evaluation. SIGIR 2020: 2425-2428 - [c347]Fuli Feng, Cheng Luo, Xiangnan He, Yiqun Liu, Tat-Seng Chua:
FinIR 2020: The First Workshop on Information Retrieval in Finance. SIGIR 2020: 2451-2454 - [c346]Wenqiang Lei, Xiangnan He, Yisong Miao, Qingyun Wu, Richang Hong, Min-Yen Kan, Tat-Seng Chua:
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems. WSDM 2020: 304-312 - [c345]Xiang Wang, Xiangnan He, Tat-Seng Chua:
Learning and Reasoning on Graph for Recommendation. WSDM 2020: 890-893 - [c344]Xiang Wang, Yaokun Xu, Xiangnan He, Yixin Cao, Meng Wang, Tat-Seng Chua:
Reinforced Negative Sampling over Knowledge Graph for Recommendation. WWW 2020: 99-109 - [i75]Chuang Lin, Sicheng Zhao, Lei Meng, Tat-Seng Chua:
Multi-source Domain Adaptation for Visual Sentiment Classification. CoRR abs/2001.03886 (2020) - [i74]Wenqiang Lei, Xiangnan He, Yisong Miao, Qingyun Wu, Richang Hong, Min-Yen Kan, Tat-Seng Chua:
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems. CoRR abs/2002.09102 (2020) - [i73]Fuli Feng, Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature Interactions. CoRR abs/2003.02587 (2020) - [i72]Xiang Wang, Yaokun Xu, Xiangnan He, Yixin Cao, Meng Wang, Tat-Seng Chua:
Reinforced Negative Sampling over Knowledge Graph for Recommendation. CoRR abs/2003.05753 (2020) - [i71]Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang:
Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness. CoRR abs/2004.09731 (2020) - [i70]Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan:
Semantic Graphs for Generating Deep Questions. CoRR abs/2004.12704 (2020) - [i69]Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua:
Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen. CoRR abs/2005.00701 (2020) - [i68]Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua:
Knowledge Enhanced Neural Fashion Trend Forecasting. CoRR abs/2005.03297 (2020) - [i67]Xingchen Li, Xiang Wang, Xiangnan He, Long Chen, Jun Xiao, Tat-Seng Chua:
Hierarchical Fashion Graph Network for Personalized Outfit Recommendation. CoRR abs/2005.12566 (2020) - [i66]Shijun Li, Wenqiang Lei, Qingyun Wu, Xiangnan He, Peng Jiang, Tat-Seng Chua:
Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-Start Users. CoRR abs/2005.12979 (2020) - [i65]Wenjie Wang, Fuli Feng, Xiangnan He, Liqiang Nie, Tat-Seng Chua:
Denoising Implicit Feedback for Recommendation. CoRR abs/2006.04153 (2020) - [i64]Kun Liu, Xun Yang, Tat-Seng Chua, Huadong Ma, Chuang Gan:
Language Guided Networks for Cross-modal Moment Retrieval. CoRR abs/2006.10457 (2020) - [i63]Na Zhao, Tat-Seng Chua, Gim Hee Lee:
Few-shot 3D Point Cloud Semantic Segmentation. CoRR abs/2006.12052 (2020) - [i62]Wenqiang Lei, Gangyi Zhang, Xiangnan He, Yisong Miao, Xiang Wang, Liang Chen, Tat-Seng Chua:
Interactive Path Reasoning on Graph for Conversational Recommendation. CoRR abs/2007.00194 (2020) - [i61]Xiang Wang, Hongye Jin, An Zhang, Xiangnan He, Tong Xu, Tat-Seng Chua:
Disentangled Graph Collaborative Filtering. CoRR abs/2007.01764 (2020) - [i60]Xun Yang, Jianfeng Dong, Yixin Cao, Xun Wang, Meng Wang, Tat-Seng Chua:
Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval. CoRR abs/2007.02503 (2020) - [i59]Junbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-Seng Chua:
Visual Relation Grounding in Videos. CoRR abs/2007.08814 (2020) - [i58]Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt:
Neural Sparse Voxel Fields. CoRR abs/2007.11571 (2020) - [i57]Liangming Pan, Jingjing Chen, Jianlong Wu, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Yu-Gang Jiang, Tat-Seng Chua:
Multi-modal Cooking Workflow Construction for Food Recipes. CoRR abs/2008.09151 (2020) - [i56]Wenjie Wang, Fuli Feng, Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
"Click" Is Not Equal to "Like": Counterfactual Recommendation for Mitigating Clickbait Issue. CoRR abs/2009.09945 (2020) - [i55]Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Zhiyuan Liu, Tat-Seng Chua:
Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment. CoRR abs/2010.03249 (2020) - [i54]Hongru Liang, Wenqiang Lei, Paul Yaozhu Chan, Zhenglu Yang, Maosong Sun, Tat-Seng Chua:
PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music. CoRR abs/2010.08091 (2020) - [i53]Fuli Feng, Weiran Huang, Xin Xin, Xiangnan He, Tat-Seng Chua:
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method. CoRR abs/2010.11797 (2020) - [i52]Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua:
Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction. CoRR abs/2011.13574 (2020)
2010 – 2019
- 2019
- [j138]Mingxing Zhang, Yang Yang, Hanwang Zhang, Yanli Ji, Heng Tao Shen, Tat-Seng Chua:
More is Better: Precise and Detailed Image Captioning Using Online Positive Recall and Missing Concepts Mining. IEEE Trans. Image Process. 28(1): 32-44 (2019) - [j137]Wenlong Xie, Hongxun Yao, Xiaoshuai Sun, Tingting Han, Sicheng Zhao, Tat-Seng Chua:
Discovering Latent Discriminative Patterns for Multi-Mode Event Representation. IEEE Trans. Multim. 21(6): 1425-1436 (2019) - [j136]Fuli Feng, Xiangnan He, Xiang Wang, Cheng Luo, Yiqun Liu, Tat-Seng Chua:
Temporal Relational Ranking for Stock Prediction. ACM Trans. Inf. Syst. 37(2): 27:1-27:30 (2019) - [j135]Xinyu Guan, Zhiyong Cheng, Xiangnan He, Yongfeng Zhang, Zhibo Zhu, Qinke Peng, Tat-Seng Chua:
Attentive Aspect Modeling for Review-Aware Recommendation. ACM Trans. Inf. Syst. 37(3): 28:1-28:27 (2019) - [j134]Xiaoyu Du, Xiangnan He, Fajie Yuan, Jinhui Tang, Zhiguang Qin, Tat-Seng Chua:
Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering. ACM Trans. Inf. Syst. 37(4): 47:1-47:22 (2019) - [j133]Richang Hong, Yahong Han, Tat-Seng Chua:
Introduction to the Special Issue on the Cross-Media Analysis for Visual Question Answering. ACM Trans. Multim. Comput. Commun. Appl. 15(2s): 48:1-48:3 (2019) - [c343]Xun Yang, Yunshan Ma, Lizi Liao, Meng Wang, Tat-Seng Chua:
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling. AAAI 2019: 403-410 - [c342]Xiang Wang, Dingxian Wang, Canran Xu, Xiangnan He, Yixin Cao, Tat-Seng Chua:
Explainable Reasoning over Knowledge Graphs for Recommendation. AAAI 2019: 5329-5336 - [c341]Ivan Samborskii, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua:
A Whole New Ball Game: Harvesting Game Data for Player Profiling. AAAI 2019: 10025-10026 - [c340]Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua, Maosong Sun:
Graph Neural Networks with Generated Parameters for Relation Extraction. ACL (1) 2019: 1331-1339 - [c339]Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua:
Multi-Channel Graph Neural Network for Entity Alignment. ACL (1) 2019: 1452-1461 - [c338]Donglin Di, Xindi Shang, Weinan Zhang, Xun Yang, Tat-Seng Chua:
Multiple Hypothesis Video Relation Detection. BigMM 2019: 287-291 - [c337]Xiaogang Wang, Qianru Sun, Tat-Seng Chua, Marcelo H. Ang Jr.:
Generating Expensive Relationship Features from Cheap Objects. BMVC 2019: 224 - [c336]Yunan Wang, Jingjing Chen, Chong-Wah Ngo, Tat-Seng Chua, Wanli Zuo, Zhaoyan Ming:
Mixed Dish Recognition through Multi-Label Learning. CEA@ICMR 2019: 1-8 - [c335]Xiang Wang, Xiangnan He, Tat-Seng Chua:
Learning and Reasoning on Graph for Recommendation. CIKM 2019: 2971-2972 - [c334]Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele:
Meta-Transfer Learning for Few-Shot Learning. CVPR 2019: 403-412 - [c333]Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji:
Low-Resource Name Tagging Learned with Weakly Labeled Data. EMNLP/IJCNLP (1) 2019: 261-270 - [c332]Wenqiang Lei, Weiwen Xu, Ai Ti Aw, Yuanxin Xiang, Tat-Seng Chua:
Revisit Automatic Error Detection for Wrong and Missing Translation - A Supervised Approach. EMNLP/IJCNLP (1) 2019: 942-952 - [c331]Chengjiang Li, Yixin Cao, Lei Hou, Jiaxin Shi, Juanzi Li, Tat-Seng Chua:
Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model. EMNLP/IJCNLP (1) 2019: 2723-2732 - [c330]Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua, Depeng Jin:
Neural Multi-task Recommendation from Multi-behavior Data. ICDE 2019: 1554-1557 - [c329]Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tat-Seng Chua:
Enhancing Stock Movement Prediction with Adversarial Training. IJCAI 2019: 5843-5849 - [c328]Xiang Wang, Xiangnan He, Yixin Cao, Meng Liu, Tat-Seng Chua:
KGAT: Knowledge Graph Attention Network for Recommendation. KDD 2019: 950-958 - [c327]Tat-Seng Chua:
Keynote: Towards Explainability in AI and Multimedia Research. ICMR 2019: 1 - [c326]Xindi Shang, Donglin Di, Junbin Xiao, Yu Cao, Xun Yang, Tat-Seng Chua:
Annotating Objects and Relations in User-Generated Videos. ICMR 2019: 279-287 - [c325]Zhipeng Wei, Jingjing Chen, Zhaoyan Ming, Chong-Wah Ngo, Tat-Seng Chua, Fengfeng Zhou:
DietLens-Eout: Large Scale Restaurant Food Photo Recognition. ICMR 2019: 399-403 - [c324]Lixi Deng, Jingjing Chen, Qianru Sun, Xiangnan He, Sheng Tang, Zhaoyan Ming, Yongdong Zhang, Tat-Seng Chua:
Mixed-dish Recognition with Contextual Relation Networks. ACM Multimedia 2019: 112-120 - [c323]Yunshan Ma, Xun Yang, Lizi Liao, Yixin Cao, Tat-Seng Chua:
Who, Where, and What to Wear?: Extracting Fashion Knowledge from Social Media. ACM Multimedia 2019: 257-265 - [c322]Lei Meng, Long Chen, Xun Yang, Dacheng Tao, Hanwang Zhang, Chunyan Miao, Tat-Seng Chua:
Learning Using Privileged Information for Food Recognition. ACM Multimedia 2019: 557-565 - [c321]Yinwei Wei, Xiang Wang, Liqiang Nie, Xiangnan He, Richang Hong, Tat-Seng Chua:
MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video. ACM Multimedia 2019: 1437-1445 - [c320]Yunshan Ma, Lizi Liao, Tat-Seng Chua:
Automatic Fashion Knowledge Extraction from Social Media. ACM Multimedia 2019: 2223-2224 - [c319]Francesco Gelli, Tiberio Uricchio, Xiangnan He, Alberto Del Bimbo, Tat-Seng Chua:
Learning Subjective Attributes of Images from Auxiliary Sources. ACM Multimedia 2019: 2263-2271 - [c318]Vivek K. Singh, Elisabeth André, Susanne Boll, Mireille Hildebrandt, David A. Shamma, Tat-Seng Chua:
Legal and Ethical Challenges in Multimedia Research. ACM Multimedia 2019: 2514-2515 - [c317]Xindi Shang, Junbin Xiao, Donglin Di, Tat-Seng Chua:
Relation Understanding in Videos: A Grand Challenge Overview. ACM Multimedia 2019: 2652-2656 - [c316]Xinzhe Li, Qianru Sun, Yaoyao Liu, Qin Zhou, Shibao Zheng, Tat-Seng Chua, Bernt Schiele:
Learning to Self-Train for Semi-Supervised Few-Shot Classification. NeurIPS 2019: 10276-10286 - [c315]Xiang Wang, Xiangnan He, Meng Wang, Fuli Feng, Tat-Seng Chua:
Neural Graph Collaborative Filtering. SIGIR 2019: 165-174 - [c314]Xun Yang, Xiangnan He, Xiang Wang, Yunshan Ma, Fuli Feng, Meng Wang, Tat-Seng Chua:
Interpretable Fashion Matching with Rich Attributes. SIGIR 2019: 775-784 - [c313]Yixin Cao, Xiang Wang, Xiangnan He, Zikun Hu, Tat-Seng Chua:
Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences. WWW 2019: 151-161 - [c312]Zheng Zhang, Lizi Liao, Minlie Huang, Xiaoyan Zhu, Tat-Seng Chua:
Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems. WWW 2019: 2401-2412 - [i51]Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua, Maosong Sun:
Graph Neural Networks with Generated Parameters for Relation Extraction. CoRR abs/1902.00756 (2019) - [i50]Yixin Cao, Xiang Wang, Xiangnan He, Zikun Hu, Tat-Seng Chua:
Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences. CoRR abs/1902.06236 (2019) - [i49]Fuli Feng, Xiangnan He, Jie Tang, Tat-Seng Chua:
Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure. CoRR abs/1902.08226 (2019) - [i48]Yaoyao Liu, Qianru Sun, An-An Liu, Yuting Su, Bernt Schiele, Tat-Seng Chua:
LCC: Learning to Customize and Combine Neural Networks for Few-Shot Learning. CoRR abs/1904.08479 (2019) - [i47]Xiang Wang, Xiangnan He, Yixin Cao, Meng Liu, Tat-Seng Chua:
KGAT: Knowledge Graph Attention Network for Recommendation. CoRR abs/1905.07854 (2019) - [i46]Xiang Wang, Xiangnan He, Meng Wang, Fuli Feng, Tat-Seng Chua:
Neural Graph Collaborative Filtering. CoRR abs/1905.08108 (2019) - [i45]Liangming Pan, Wenqiang Lei, Tat-Seng Chua, Min-Yen Kan:
Recent Advances in Neural Question Generation. CoRR abs/1905.08949 (2019) - [i44]Qianru Sun, Xinzhe Li, Yaoyao Liu, Shibao Zheng, Tat-Seng Chua, Bernt Schiele:
Learning to Self-Train for Semi-Supervised Few-Shot Classification. CoRR abs/1906.00562 (2019) - [i43]Xiaoyu Du, Xiangnan He, Fajie Yuan, Jinhui Tang, Zhiguang Qin, Tat-Seng Chua:
Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering. CoRR abs/1906.11171 (2019) - [i42]Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua:
Deep Conversational Recommender in Travel. CoRR abs/1907.00710 (2019) - [i41]Yunshan Ma, Lizi Liao, Tat-Seng Chua:
Automatic Fashion Knowledge Extraction from Social Media. CoRR abs/1908.04045 (2019) - [i40]Na Zhao, Tat-Seng Chua, Gim Hee Lee:
PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation. CoRR abs/1908.05425 (2019) - [i39]Yunshan Ma, Xun Yang, Lizi Liao, Yixin Cao, Tat-Seng Chua:
Who, Where, and What to Wear? Extracting Fashion Knowledge from Social Media. CoRR abs/1908.08985 (2019) - [i38]Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji:
Low-Resource Name Tagging Learned with Weakly Labeled Data. CoRR abs/1908.09659 (2019) - [i37]Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua:
Multi-Channel Graph Neural Network for Entity Alignment. CoRR abs/1908.09898 (2019) - [i36]Qianru Sun, Yaoyao Liu, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele:
Meta-Transfer Learning through Hard Tasks. CoRR abs/1910.03648 (2019) - [i35]Haozhe Wu, Zhiyuan Hu, Jia Jia, Yaohua Bu, Xiangnan He, Tat-Seng Chua:
Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction. CoRR abs/1911.07156 (2019) - [i34]Zhipeng Wei, Jingjing Chen, Xingxing Wei, Linxi Jiang, Tat-Seng Chua, Fengfeng Zhou, Yu-Gang Jiang:
Heuristic Black-box Adversarial Attacks on Video Recognition Models. CoRR abs/1911.09449 (2019) - [i33]Na Zhao, Tat-Seng Chua, Gim Hee Lee:
SESS: Self-Ensembling Semi-Supervised 3D Object Detection. CoRR abs/1912.11803 (2019) - 2018
- [j132]Sicheng Zhao, Hongxun Yao, Yue Gao, Guiguang Ding, Tat-Seng Chua:
Predicting Personalized Image Emotion Perceptions in Social Networks. IEEE Trans. Affect. Comput. 9(4): 526-540 (2018) - [j131]Sicheng Zhao, Yue Gao, Guiguang Ding, Tat-Seng Chua:
Real-Time Multimedia Social Event Detection in Microblog. IEEE Trans. Cybern. 48(11): 3218-3231 (2018) - [j130]Lizi Liao, Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
Attributed Social Network Embedding. IEEE Trans. Knowl. Data Eng. 30(12): 2257-2270 (2018) - [j129]Xiangnan He, Zhankui He, Jingkuan Song, Zhenguang Liu, Yu-Gang Jiang, Tat-Seng Chua:
NAIS: Neural Attentive Item Similarity Model for Recommendation. IEEE Trans. Knowl. Data Eng. 30(12): 2354-2366 (2018) - [c311]Jingyuan Chen, Xinpeng Chen, Lin Ma, Zequn Jie, Tat-Seng Chua:
Temporally Grounding Natural Sentence in Video. EMNLP 2018: 162-171 - [c310]Tiancheng Shen, Jia Jia, Guangyao Shen, Fuli Feng, Xiangnan He, Huanbo Luan, Jie Tang, Thanassis Tiropanis, Tat-Seng Chua, Wendy Hall:
Cross-Domain Depression Detection via Harvesting Social Media. IJCAI 2018: 1611-1617 - [c309]Xiangnan He, Xiaoyu Du, Xiang Wang, Feng Tian, Jinhui Tang, Tat-Seng Chua:
Outer Product-based Neural Collaborative Filtering. IJCAI 2018: 2227-2233 - [c308]Jingtao Ding, Guanghui Yu, Xiangnan He, Yuhan Quan, Yong Li, Tat-Seng Chua, Depeng Jin, Jiajie Yu:
Improving Implicit Recommender Systems with View Data. IJCAI 2018: 3343-3349 - [c307]Xiaochi Wei, Heyan Huang, Liqiang Nie, Fuli Feng, Richang Hong, Tat-Seng Chua:
Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning. IJCAI 2018: 4482-4488 - [c306]Sicheng Zhao, Guiguang Ding, Qingming Huang, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer:
Affective Image Content Analysis: A Comprehensive Survey. IJCAI 2018: 5534-5541 - [c305]Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
Recommendation Technologies for Multimedia Content. ICMR 2018: 8 - [c304]Francesco Gelli, Tiberio Uricchio, Xiangnan He, Alberto Del Bimbo, Tat-Seng Chua:
Beyond the Product: Discovering Image Posts for Brands in Social Media. ACM Multimedia 2018: 465-473 - [c303]Lizi Liao, Yunshan Ma, Xiangnan He, Richang Hong, Tat-Seng Chua:
Knowledge-aware Multimodal Dialogue Systems. ACM Multimedia 2018: 801-809 - [c302]Meng Liu, Xiang Wang, Liqiang Nie, Qi Tian, Baoquan Chen, Tat-Seng Chua:
Cross-modal Moment Localization in Videos. ACM Multimedia 2018: 843-851 - [c301]Jingjing Chen, Chong-Wah Ngo, Fuli Feng, Tat-Seng Chua:
Deep Understanding of Cooking Procedure for Cross-modal Recipe Retrieval. ACM Multimedia 2018: 1020-1028 - [c300]Lizi Liao, You Zhou, Yunshan Ma, Richang Hong, Tat-Seng Chua:
Knowledge-aware Multimodal Fashion Chatbot. ACM Multimedia 2018: 1265-1266 - [c299]Lizi Liao, Xiangnan He, Bo Zhao, Chong-Wah Ngo, Tat-Seng Chua:
Interpretable Multimodal Retrieval for Fashion Products. ACM Multimedia 2018: 1571-1579 - [c298]Zhaoyan Ming, Jingjing Chen, Yu Cao, Ciarán Forde, Chong-Wah Ngo, Tat-Seng Chua:
Food Photo Recognition for Dietary Tracking: System and Experiment. MMM (2) 2018: 129-141 - [c297]Jingyuan Chen, Xiangnan He, Xuemeng Song, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua:
Venue Prediction for Social Images by Exploiting Rich Temporal Patterns in LBSNs. MMM (2) 2018: 327-339 - [c296]Stevan Rudinac, Tat-Seng Chua, Nicolás E. Díaz Ferreyra, Gerald Friedland, Tatjana Gornostaja, Benoit Huet, Rianne Kaptein, Krister Lindén, Marie-Francine Moens, Jaakko Peltonen, Miriam Redi, Markus Schedl, David A. Shamma, Alan F. Smeaton, Lexing Xie:
Rethinking Summarization and Storytelling for Modern Social Multimedia. MMM (1) 2018: 632-644 - [c295]Meng Liu, Xiang Wang, Liqiang Nie, Xiangnan He, Baoquan Chen, Tat-Seng Chua:
Attentive Moment Retrieval in Videos. SIGIR 2018: 15-24 - [c294]Xiangnan He, Zhankui He, Xiaoyu Du, Tat-Seng Chua:
Adversarial Personalized Ranking for Recommendation. SIGIR 2018: 355-364 - [c293]Fajie Yuan, Xin Xin, Xiangnan He, Guibing Guo, Weinan Zhang, Tat-Seng Chua, Joemon M. Jose:
fBGD: Learning Embeddings From Positive Unlabeled Data with BGD. UAI 2018: 198-207 - [c292]Fuli Feng, Xiangnan He, Yiqun Liu, Liqiang Nie, Tat-Seng Chua:
Learning on Partial-Order Hypergraphs. WWW 2018: 1523-1532 - [c291]Xiang Wang, Xiangnan He, Fuli Feng, Liqiang Nie, Tat-Seng Chua:
TEM: Tree-enhanced Embedding Model for Explainable Recommendation. WWW 2018: 1543-1552 - [i32]Xiangnan He, Zhankui He, Xiaoyu Du, Tat-Seng Chua:
Adversarial Personalized Ranking for Recommendation. CoRR abs/1808.03908 (2018) - [i31]Xiangnan He, Xiaoyu Du, Xiang Wang, Feng Tian, Jinhui Tang, Tat-Seng Chua:
Outer Product-based Neural Collaborative Filtering. CoRR abs/1808.03912 (2018) - [i30]Xiangnan He, Zhankui He, Jingkuan Song, Zhenguang Liu, Yu-Gang Jiang, Tat-Seng Chua:
NAIS: Neural Attentive Item Similarity Model for Recommendation. CoRR abs/1809.07053 (2018) - [i29]Jinhui Tang, Xiangnan He, Xiaoyu Du, Fajie Yuan, Qi Tian, Tat-Seng Chua:
Adversarial Training Towards Robust Multimedia Recommender System. CoRR abs/1809.07062 (2018) - [i28]Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua, Depeng Jin:
Learning Recommender Systems from Multi-Behavior Data. CoRR abs/1809.08161 (2018) - [i27]Fuli Feng, Xiangnan He, Xiang Wang, Cheng Luo, Yiqun Liu, Tat-Seng Chua:
Temporal Relational Ranking for Stock Prediction. CoRR abs/1809.09441 (2018) - [i26]Xiaoyan Gao, Fuli Feng, Xiangnan He, Heyan Huang, Xinyu Guan, Chong Feng, Zhaoyan Ming, Tat-Seng Chua:
Visually-aware Collaborative Food Recommendation. CoRR abs/1810.05032 (2018) - [i25]Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tat-Seng Chua:
Improving Stock Movement Prediction with Adversarial Training. CoRR abs/1810.09936 (2018) - [i24]Xinyu Guan, Zhiyong Cheng, Xiangnan He, Yongfeng Zhang, Zhibo Zhu, Qinke Peng, Tat-Seng Chua:
Attentive Aspect Modeling for Review-aware Recommendation. CoRR abs/1811.04375 (2018) - [i23]Xiangnan He, Jinhui Tang, Xiaoyu Du, Richang Hong, Tongwei Ren, Tat-Seng Chua:
Fast Matrix Factorization with Non-Uniform Weights on Missing Data. CoRR abs/1811.04411 (2018) - [i22]Xiang Wang, Dingxian Wang, Canran Xu, Xiangnan He, Yixin Cao, Tat-Seng Chua:
Explainable Reasoning over Knowledge Graphs for Recommendation. CoRR abs/1811.04540 (2018) - [i21]Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele:
Meta-Transfer Learning for Few-Shot Learning. CoRR abs/1812.02391 (2018) - [i20]Kyaw Zaw Lin, Weipeng Xu, Qianru Sun, Christian Theobalt, Tat-Seng Chua:
Learning a Disentangled Embedding for Monocular 3D Shape Retrieval and Pose Estimation. CoRR abs/1812.09899 (2018) - [i19]Xun Yang, Yunshan Ma, Lizi Liao, Meng Wang, Tat-Seng Chua:
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling. CoRR abs/1812.10021 (2018) - 2017
- [j128]Guangda Li, Tat-Seng Chua:
Startup Takes On Growing Demand for Visual Search Technology. IEEE Multim. 24(1): 17-19 (2017) - [j127]Da Cao, Liqiang Nie, Xiangnan He, Xiaochi Wei, Jialie Shen, Shunxiang Wu, Tat-Seng Chua:
Version-sensitive mobile App recommendation. Inf. Sci. 381: 161-175 (2017) - [j126]Liqiang Nie, Luming Zhang, Meng Wang, Richang Hong, Aleksandr Farseev, Tat-Seng Chua:
Learning User Attributes via Mobile Social Multimedia Analytics. ACM Trans. Intell. Syst. Technol. 8(3): 36:1-36:19 (2017) - [j125]Han Hu, Yonggang Wen, Tat-Seng Chua, Xuelong Li:
Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers: Insights from Cross-Media Analysis. ACM Trans. Intell. Syst. Technol. 8(3): 40:1-40:18 (2017) - [j124]Xiaochi Wei, Heyan Huang, Liqiang Nie, Hanwang Zhang, Xianling Mao, Tat-Seng Chua:
I Know What You Want to Express: Sentence Element Inference by Incorporating External Knowledge Base. IEEE Trans. Knowl. Data Eng. 29(2): 344-358 (2017) - [j123]Huijie Lin, Jia Jia, Jiezhong Qiu, Yongfeng Zhang, Guangyao Shen, Lexing Xie, Jie Tang, Ling Feng, Tat-Seng Chua:
Detecting Stress Based on Social Interactions in Social Networks. IEEE Trans. Knowl. Data Eng. 29(9): 1820-1833 (2017) - [j122]Mohammad Akbari, Xia Hu, Fei Wang, Tat-Seng Chua:
Wellness Representation of Users in Social Media: Towards Joint Modelling of Heterogeneity and Temporality. IEEE Trans. Knowl. Data Eng. 29(10): 2360-2373 (2017) - [j121]Zawlin Kyaw, Shuhan Qi, Ke Gao, Hanwang Zhang, Luming Zhang, Jun Xiao, Xuan Wang, Tat-Seng Chua:
Matryoshka Peek: Toward Learning Fine-Grained, Robust, Discriminative Features for Product Search. IEEE Trans. Multim. 19(6): 1272-1284 (2017) - [j120]Na Zhao, Hanwang Zhang, Richang Hong, Meng Wang, Tat-Seng Chua:
VideoWhisper: Toward Discriminative Unsupervised Video Feature Learning With Attention-Based Recurrent Neural Networks. IEEE Trans. Multim. 19(9): 2080-2092 (2017) - [j119]Dongxiang Zhang, Liqiang Nie, Huanbo Luan, Kian-Lee Tan, Tat-Seng Chua, Heng Tao Shen:
Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval. ACM Trans. Inf. Syst. 35(3): 27:1-27:24 (2017) - [j118]Da Cao, Xiangnan He, Liqiang Nie, Xiaochi Wei, Xia Hu, Shunxiang Wu, Tat-Seng Chua:
Cross-Platform App Recommendation by Jointly Modeling Ratings and Texts. ACM Trans. Inf. Syst. 35(4): 37:1-37:27 (2017) - [j117]Aleksandr Farseev, Tat-Seng Chua:
Tweet Can Be Fit: Integrating Data from Wearable Sensors and Multiple Social Networks for Wellness Profile Learning. ACM Trans. Inf. Syst. 35(4): 42:1-42:34 (2017) - [j116]Xiang Wang, Liqiang Nie, Xuemeng Song, Dongxiang Zhang, Tat-Seng Chua:
Unifying Virtual and Physical Worlds: Learning Toward Local and Global Consistency. ACM Trans. Inf. Syst. 36(1): 4:1-4:26 (2017) - [c290]Aleksandr Farseev, Tat-Seng Chua:
TweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning. AAAI 2017: 95-101 - [c289]Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua:
Towards User Personality Profiling from Multiple Social Networks. AAAI 2017: 4909-4910 - [c288]Maneesh Bilalpur, Seyed Mostafa Kia, Tat-Seng Chua, Ramanathan Subramanian:
Discovering gender differences in facial emotion recognition via implicit behavioral cues. ACII 2017: 119-124 - [c287]Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua:
Visual Translation Embedding Network for Visual Relation Detection. CVPR 2017: 3107-3115 - [c286]Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Wei Liu, Tat-Seng Chua:
SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning. CVPR 2017: 6298-6306 - [c285]Na Zhao, Hanwang Zhang, Mingxing Zhang, Richang Hong, Meng Wang, Tat-Seng Chua:
VIDEOWHISPER: Towards unsupervised learning of discriminative features of videos with RNN. ICME 2017: 277-282 - [c284]Xindi Shang, Tongwei Ren, Hanwang Zhang, Gangshan Wu, Tat-Seng Chua:
Object trajectory proposal. ICME 2017: 331-336 - [c283]Maneesh Bilalpur, Seyed Mostafa Kia, Manisha Chawla, Tat-Seng Chua, Ramanathan Subramanian:
Gender and emotion recognition with implicit user signals. ICMI 2017: 379-387 - [c282]Lizi Liao, Xiangnan He, Zhaochun Ren, Liqiang Nie, Huan Xu, Tat-Seng Chua:
Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media. IJCAI 2017: 310-316 - [c281]Jun Xiao, Hao Ye, Xiangnan He, Hanwang Zhang, Fei Wu, Tat-Seng Chua:
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks. IJCAI 2017: 3119-3125 - [c280]Guangyao Shen, Jia Jia, Liqiang Nie, Fuli Feng, Cunjun Zhang, Tianrui Hu, Tat-Seng Chua, Wenwu Zhu:
Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution. IJCAI 2017: 3838-3844 - [c279]Yongsheng An, Yu Cao, Jingjing Chen, Chong-Wah Ngo, Jia Jia, Huanbo Luan, Tat-Seng Chua:
PIC2DISH: A Customized Cooking Assistant System. ACM Multimedia 2017: 1269-1273 - [c278]Xindi Shang, Tongwei Ren, Jingfan Guo, Hanwang Zhang, Tat-Seng Chua:
Video Visual Relation Detection. ACM Multimedia 2017: 1300-1308 - [c277]Shaohua Li, Xinxing Xu, Liqiang Nie, Tat-Seng Chua:
Laplacian-Steered Neural Style Transfer. ACM Multimedia 2017: 1716-1724 - [c276]Jingjing Chen, Chong-Wah Ngo, Tat-Seng Chua:
Cross-modal Recipe Retrieval with Rich Food Attributes. ACM Multimedia 2017: 1771-1779 - [c275]Francesco Gelli, Xiangnan He, Tao Chen, Tat-Seng Chua:
How Personality Affects our Likes: Towards a Better Understanding of Actionable Images. ACM Multimedia 2017: 1828-1837 - [c274]Xiang Wang, Xiangnan He, Liqiang Nie, Tat-Seng Chua:
Item Silk Road: Recommending Items from Information Domains to Social Users. SIGIR 2017: 185-194 - [c273]Aleksandr Farseev, Ivan Samborskii, Andrey Filchenkov, Tat-Seng Chua:
Cross-Domain Recommendation via Clustering on Multi-Layer Graphs. SIGIR 2017: 195-204 - [c272]Jingyuan Chen, Hanwang Zhang, Xiangnan He, Liqiang Nie, Wei Liu, Tat-Seng Chua:
Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention. SIGIR 2017: 335-344 - [c271]Xiangnan He, Tat-Seng Chua:
Neural Factorization Machines for Sparse Predictive Analytics. SIGIR 2017: 355-364 - [c270]Fuli Feng, Liqiang Nie, Xiang Wang, Richang Hong, Tat-Seng Chua:
Computational Social Indicators: A Case Study of Chinese University Ranking. SIGIR 2017: 455-464 - [c269]Da Cao, Liqiang Nie, Xiangnan He, Xiaochi Wei, Shunzhi Zhu, Tat-Seng Chua:
Embedding Factorization Models for Jointly Recommending Items and User Generated Lists. SIGIR 2017: 585-594 - [c268]Zhiyong Cheng, Jialie Shen, Liqiang Nie, Tat-Seng Chua, Mohan S. Kankanhalli:
Exploring User-Specific Information in Music Retrieval. SIGIR 2017: 655-664 - [c267]Mohammad Akbari, Tat-Seng Chua:
Leveraging Behavioral Factorization and Prior Knowledge for Community Discovery and Profiling. WSDM 2017: 71-79 - [c266]Xiangnan He, Lizi Liao, Hanwang Zhang, Liqiang Nie, Xia Hu, Tat-Seng Chua:
Neural Collaborative Filtering. WWW 2017: 173-182 - [i18]Shaohua Li, Tat-Seng Chua:
Document Visualization using Topic Clouds. CoRR abs/1702.01520 (2017) - [i17]Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua:
Visual Translation Embedding Network for Visual Relation Detection. CoRR abs/1702.08319 (2017) - [i16]Lizi Liao, Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
Attributed Social Network Embedding. CoRR abs/1705.04969 (2017) - [i15]Xiang Wang, Xiangnan He, Liqiang Nie, Tat-Seng Chua:
Item Silk Road: Recommending Items from Information Domains to Social Users. CoRR abs/1706.03205 (2017) - [i14]Shaohua Li, Xinxing Xu, Liqiang Nie, Tat-Seng Chua:
Laplacian-Steered Neural Style Transfer. CoRR abs/1707.01253 (2017) - [i13]Jun Xiao, Hao Ye, Xiangnan He, Hanwang Zhang, Fei Wu, Tat-Seng Chua:
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks. CoRR abs/1708.04617 (2017) - [i12]Xiangnan He, Hanwang Zhang, Min-Yen Kan, Tat-Seng Chua:
Fast Matrix Factorization for Online Recommendation with Implicit Feedback. CoRR abs/1708.05024 (2017) - [i11]Xiangnan He, Tat-Seng Chua:
Neural Factorization Machines for Sparse Predictive Analytics. CoRR abs/1708.05027 (2017) - [i10]Xiangnan He, Lizi Liao, Hanwang Zhang, Liqiang Nie, Xia Hu, Tat-Seng Chua:
Neural Collaborative Filtering. CoRR abs/1708.05031 (2017) - [i9]Maneesh Bilalpur, Seyed Mostafa Kia, Tat-Seng Chua, Ramanathan Subramanian:
Discovering Gender Differences in Facial Emotion Recognition via Implicit Behavioral Cues. CoRR abs/1708.08729 (2017) - [i8]Maneesh Bilalpur, Seyed Mostafa Kia, Manisha Chawla, Tat-Seng Chua, Ramanathan Subramanian:
Gender and Emotion Recognition with Implicit User Signals. CoRR abs/1708.08735 (2017) - [i7]Tat-Seng Chua, Norbert Fuhr, Gregory Grefenstette, Kalervo Järvelin, Jaakko Peltonen:
User-Generated Content in Social Media (Dagstuhl Seminar 17301). Dagstuhl Reports 7(7): 110-154 (2017) - 2016
- [b2]Liqiang Nie, Xuemeng Song, Tat-Seng Chua:
Learning from Multiple Social Networks. Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers 2016, ISBN 978-3-031-01172-6 - [j115]Erik Cambria, Newton Howard, Yunqing Xia, Tat-Seng Chua:
Computational Intelligence for Big Social Data Analysis [Guest Editorial]. IEEE Comput. Intell. Mag. 11(3): 8-9 (2016) - [j114]Mohammad Akbari, Xia Hu, Liqiang Nie, Tat-Seng Chua:
Towards organizing health knowledge on community-based health services. EURASIP J. Bioinform. Syst. Biol. 2016: 18 (2016) - [j113]Peng Cui, Wenwu Zhu, Tat-Seng Chua, Ramesh C. Jain:
Social-Sensed Multimedia Computing. IEEE Multim. 23(1): 92-96 (2016) - [j112]Na Zhao, Hanwang Zhang, Meng Wang, Richang Hong, Tat-Seng Chua:
Learning content-social influential features for influence analysis. Int. J. Multim. Inf. Retr. 5(3): 137-149 (2016) - [j111]Jialie Shen, Meng Wang, Tat-Seng Chua:
Accurate online video tagging via probabilistic hybrid modeling. Multim. Syst. 22(1): 99-113 (2016) - [j110]Zhaoyan Ming, Tat-Seng Chua:
Resolving local cuisines for tourists with multi-source social media contents. Multim. Syst. 22(4): 443-453 (2016) - [j109]Tat-Seng Chua, Xiangjian He, Weifeng Liu, Massimo Piccardi, Yonggang Wen, Dacheng Tao:
Big data meets multimedia analytics. Signal Process. 124: 1-4 (2016) - [j108]Aleksandr Farseev, Mohammad Akbari, Ivan Samborskii, Tat-Seng Chua:
"360° user profiling: past, future, and applications" by Aleksandr Farseev, Mohammad Akbari, Ivan Samborskii and Tat-Seng Chua with Martin Vesely as coordinator. SIGWEB Newsl. 2016(Summer): 4:1-4:11 (2016) - [j107]Han Hu, Yonggang Wen, Tat-Seng Chua, Jian Huang, Wenwu Zhu, Xuelong Li:
Joint Content Replication and Request Routing for Social Video Distribution Over Cloud CDN: A Community Clustering Method. IEEE Trans. Circuits Syst. Video Technol. 26(7): 1320-1333 (2016) - [j106]Xishan Zhang, Hanwang Zhang, Yongdong Zhang, Yang Yang, Meng Wang, Huan-Bo Luan, Jintao Li, Tat-Seng Chua:
Deep Fusion of Multiple Semantic Cues for Complex Event Recognition. IEEE Trans. Image Process. 25(3): 1033-1046 (2016) - [j105]Jintao Ye, Zhaoyan Ming, Tat-Seng Chua:
Generating Incremental Length Summary Based on Hierarchical Topic Coverage Maximization. ACM Trans. Intell. Syst. Technol. 7(3): 29:1-29:33 (2016) - [j104]Weinan Zhang, Zhaoyan Ming, Yu Zhang, Ting Liu, Tat-Seng Chua:
Capturing the Semantics of Key Phrases Using Multiple Languages for Question Retrieval. IEEE Trans. Knowl. Data Eng. 28(4): 888-900 (2016) - [j103]Yue Gao, Yi Zhen, Haojie Li, Tat-Seng Chua:
Filtering of Brand-Related Microblogs Using Social-Smooth Multiview Embedding. IEEE Trans. Multim. 18(10): 2115-2126 (2016) - [j102]Xuemeng Song, Zhaoyan Ming, Liqiang Nie, Yi-Liang Zhao, Tat-Seng Chua:
Volunteerism Tendency Prediction via Harvesting Multiple Social Networks. ACM Trans. Inf. Syst. 34(2): 10:1-10:27 (2016) - [j101]Hanwang Zhang, Xindi Shang, Huan-Bo Luan, Meng Wang, Tat-Seng Chua:
Learning from Collective Intelligence: Feature Learning Using Social Images and Tags. ACM Trans. Multim. Comput. Commun. Appl. 13(1): 1:1-1:23 (2016) - [c265]Mohammad Akbari, Xia Hu, Liqiang Nie, Tat-Seng Chua:
From Tweets to Wellness: Wellness Event Detection from Twitter Streams. AAAI 2016: 87-93 - [c264]Hanwang Zhang, Na Zhao, Xindi Shang, Huan-Bo Luan, Tat-Seng Chua:
Discrete Image Hashing Using Large Weakly Annotated Photo Collections. AAAI 2016: 3669-3675 - [c263]Shaohua Li, Tat-Seng Chua, Jun Zhu, Chunyan Miao:
Generative Topic Embedding: a Continuous Representation of Documents. ACL (1) 2016 - [c262]Jovian Lin, Kazunari Sugiyama, Min-Yen Kan, Tat-Seng Chua:
Scrutinizing Mobile App Recommendation: Identifying Important App-Related Indicators. AIRS 2016: 197-211 - [c261]Hanwang Zhang, Xindi Shang, Wenzhuo Yang, Huan Xu, Huan-Bo Luan, Tat-Seng Chua:
Online Collaborative Learning for Open-Vocabulary Visual Classifiers. CVPR 2016: 2809-2817 - [c260]Shuhan Qi, Kyaw Zawlin, Hanwang Zhang, Xuan Wang, Ke Gao, Lin Yao, Tat-Seng Chua:
Saliency meets spatial quantization: A practical framework for large scale product search. ICME Workshops 2016: 1-6 - [c259]Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua:
DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks. IJCAI 2016: 1469-1475 - [c258]Huijie Lin, Jia Jia, Liqiang Nie, Guangyao Shen, Tat-Seng Chua:
What Does Social Media Say about Your Stress?. IJCAI 2016: 3775-3781 - [c257]Tat-Seng Chua:
From Personal Wellness to Healthcare Support Systems: A Big Data Driven Approach. MMHealth@ACM Multimedia 2016: 1 - [c256]Tat-Seng Chua:
Beyond Language and Vision, Towards Truly Multimedia Integration. iV&L-MM@MM 2016: 63 - [c255]Richang Hong, Jun He, Hanwang Zhang, Tat-Seng Chua:
Mental Visual Indexing: Towards Fast Video Browsing. ACM Multimedia 2016: 621-625 - [c254]Jun He, Hanwang Zhang, Ling Shen, Richang Hong, Tat-Seng Chua:
An Intention-Aware Interactive System for Mobile Video Browsing. ACM Multimedia 2016: 705-707 - [c253]Aleksandr Farseev, Ivan Samborskii, Tat-Seng Chua:
bBridge: A Big Data Platform for Social Multimedia Analytics. ACM Multimedia 2016: 759-761 - [c252]Hanwang Zhang, Meng Wang, Richang Hong, Tat-Seng Chua:
Play and Rewind: Optimizing Binary Representations of Videos by Self-Supervised Temporal Hashing. ACM Multimedia 2016: 781-790 - [c251]Jingyuan Chen, Xuemeng Song, Liqiang Nie, Xiang Wang, Hanwang Zhang, Tat-Seng Chua:
Micro Tells Macro: Predicting the Popularity of Micro-Videos via a Transductive Model. ACM Multimedia 2016: 898-907 - [c250]Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Wenlong Xie, Xiaolei Jiang, Tat-Seng Chua:
Predicting Personalized Emotion Perceptions of Social Images. ACM Multimedia 2016: 1385-1394 - [c249]Jianglong Zhang, Liqiang Nie, Xiang Wang, Xiangnan He, Xianglin Huang, Tat-Seng Chua:
Shorter-is-Better: Venue Category Estimation from Micro-Video. ACM Multimedia 2016: 1415-1424 - [c248]Jialie Shen, Liqiang Nie, Tat-Seng Chua:
Smart Ambient Sound Analysis via Structured Statistical Modeling. MMM (2) 2016: 231-243 - [c247]Xindi Shang, Hanwang Zhang, Tat-Seng Chua:
Deep Learning Generic Features for Cross-Media Retrieval. MMM (1) 2016: 264-275 - [c246]Jun He, Xindi Shang, Hanwang Zhang, Tat-Seng Chua:
Mental Visual Browsing. MMM (2) 2016: 424-428 - [c245]Hanwang Zhang, Fumin Shen, Wei Liu, Xiangnan He, Huanbo Luan, Tat-Seng Chua:
Discrete Collaborative Filtering. SIGIR 2016: 325-334 - [c244]Xiangnan He, Hanwang Zhang, Min-Yen Kan, Tat-Seng Chua:
Fast Matrix Factorization for Online Recommendation with Implicit Feedback. SIGIR 2016: 549-558 - [i6]Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua:
DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks. CoRR abs/1601.00917 (2016) - [i5]Shaohua Li, Tat-Seng Chua, Jun Zhu, Chunyan Miao:
Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs). CoRR abs/1606.02979 (2016) - [i4]Ruobing Xie, Zhiyuan Liu, Tat-Seng Chua, Huan-Bo Luan, Maosong Sun:
Image-embodied Knowledge Representation Learning. CoRR abs/1609.07028 (2016) - [i3]Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Tat-Seng Chua:
SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning. CoRR abs/1611.05594 (2016) - 2015
- [j100]Mohammad Akbari, Liqiang Nie, Tat-Seng Chua:
aMM: Towards adaptive ranking of multi-modal documents. Int. J. Multim. Inf. Retr. 4(4): 233-245 (2015) - [j99]Zhaoyan Ming, Tat-Seng Chua:
Resolving polysemy and pseudonymity in entity linking with comprehensive name and context modeling. Inf. Sci. 307: 18-38 (2015) - [j98]Han Hu, Yonggang Wen, Yue Gao, Tat-Seng Chua, Xuelong Li:
Toward an SDN-enabled big data platform for social TV analytics. IEEE Netw. 29(5): 43-49 (2015) - [j97]Zheng-Jun Zha, Yang Yang, Jinhui Tang, Meng Wang, Tat-Seng Chua:
Robust Multiview Feature Learning for RGB-D Image Understanding. ACM Trans. Intell. Syst. Technol. 6(2): 15:1-15:19 (2015) - [j96]Liqiang Nie, Yi-Liang Zhao, Mohammad Akbari, Jialie Shen, Tat-Seng Chua:
Bridging the Vocabulary Gap between Health Seekers and Healthcare Knowledge. IEEE Trans. Knowl. Data Eng. 27(2): 396-409 (2015) - [j95]Liqiang Nie, Meng Wang, Luming Zhang, Shuicheng Yan, Bo Zhang, Tat-Seng Chua:
Disease Inference from Health-Related Questions via Sparse Deep Learning. IEEE Trans. Knowl. Data Eng. 27(8): 2107-2119 (2015) - [j94]Jingwen Bian, Yang Yang, Hanwang Zhang, Tat-Seng Chua:
Multimedia Summarization for Social Events in Microblog Stream. IEEE Trans. Multim. 17(2): 216-228 (2015) - [j93]Yang Yang, Zheng-Jun Zha, Yue Gao, Xiaofeng Zhu, Tat-Seng Chua:
Corrections to "Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss". IEEE Trans. Multim. 17(2): 256 (2015) - [j92]Xiangyu Wang, Yi-Liang Zhao, Liqiang Nie, Yue Gao, Weizhi Nie, Zheng-Jun Zha, Tat-Seng Chua:
Semantic-Based Location Recommendation With Multimodal Venue Semantics. IEEE Trans. Multim. 17(3): 409-419 (2015) - [j91]Xishan Zhang, Yang Yang, Yongdong Zhang, Huan-Bo Luan, Jintao Li, Hanwang Zhang, Tat-Seng Chua:
Enhancing Video Event Recognition Using Automatically Constructed Semantic-Visual Knowledge Base. IEEE Trans. Multim. 17(9): 1562-1575 (2015) - [c243]Weinan Zhang, Zhaoyan Ming, Yu Zhang, Ting Liu, Tat-Seng Chua:
Exploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval. AAAI 2015: 410-416 - [c242]Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
Topical Word Embeddings. AAAI 2015: 2418-2424 - [c241]Yongfeng Zhang, Min Zhang, Yiqun Liu, Tat-Seng Chua, Yi Zhang, Shaoping Ma:
Task-based recommendation on a web-scale. IEEE BigData 2015: 827-836 - [c240]Xue Geng, Hanwang Zhang, Jingwen Bian, Tat-Seng Chua:
Learning Image and User Features for Recommendation in Social Networks. ICCV 2015: 4274-4282 - [c239]Xuemeng Song, Liqiang Nie, Luming Zhang, Maofu Liu, Tat-Seng Chua:
Interest Inference via Structure-Constrained Multi-Source Multi-Task Learning. IJCAI 2015: 2371-2377 - [c238]Yongfeng Zhang, Yunzhi Tan, Min Zhang, Yiqun Liu, Tat-Seng Chua, Shaoping Ma:
Catch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Propagation. IJCAI 2015: 2408-2414 - [c237]Xiangyu Chen, Yanwu Xu, Shuicheng Yan, Tat-Seng Chua, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu:
Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso. MICCAI (2) 2015: 11-19 - [c236]Lei Meng, Ah-Hwee Tan, Cyril Leung, Liqiang Nie, Tat-Seng Chua, Chunyan Miao:
Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections. ICMR 2015: 219-226 - [c235]Aleksandr Farseev, Liqiang Nie, Mohammad Akbari, Tat-Seng Chua:
Harvesting Multiple Sources for User Profile Learning: a Big Data Study. ICMR 2015: 235-242 - [c234]Liqiang Nie, Luming Zhang, Yi Yang, Meng Wang, Richang Hong, Tat-Seng Chua:
Beyond Doctors: Future Health Prediction from Multimedia and Multimodal Observations. ACM Multimedia 2015: 591-600 - [c233]Hanwang Zhang, Xindi Shang, Huan-Bo Luan, Yang Yang, Tat-Seng Chua:
Learning Features from Large-Scale, Noisy and Social Image-Tag Collection. ACM Multimedia 2015: 1079-1082 - [c232]Yue Gao, Sicheng Zhao, Yang Yang, Tat-Seng Chua:
Multimedia Social Event Detection in Microblog. MMM (1) 2015: 269-281 - [c231]Xuemeng Song, Liqiang Nie, Luming Zhang, Mohammad Akbari, Tat-Seng Chua:
Multiple Social Network Learning and Its Application in Volunteerism Tendency Prediction. SIGIR 2015: 213-222 - [c230]Aleksandr Farseev, Denis Kotkov, Alexander Semenov, Jari Veijalainen, Tat-Seng Chua:
Cross-Social Network Collaborative Recommendation. WebSci 2015: 38:1-38:2 - 2014
- [j90]Han Hu, Yonggang Wen, Tat-Seng Chua, Xuelong Li:
Toward Scalable Systems for Big Data Analytics: A Technology Tutorial. IEEE Access 2: 652-687 (2014) - [j89]Han Hu, Yonggang Wen, Huan-Bo Luan, Tat-Seng Chua, Xuelong Li:
Toward Multiscreen Social TV with Geolocation-Aware Social Sense. IEEE Multim. 21(3): 10-19 (2014) - [j88]Hapnes Toba, Zhaoyan Ming, Mirna Adriani, Tat-Seng Chua:
Discovering high quality answers in community question answering archives using a hierarchy of classifiers. Inf. Sci. 261: 101-115 (2014) - [j87]Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Tat-Seng Chua:
Robust (Semi) Nonnegative Graph Embedding. IEEE Trans. Image Process. 23(7): 2996-3012 (2014) - [j86]Yi-Liang Zhao, Liqiang Nie, Xiangyu Wang, Tat-Seng Chua:
Personalized Recommendations of Locally Interesting Venues to Tourists via Cross-Region Community Matching. ACM Trans. Intell. Syst. Technol. 5(3): 50:1-50:26 (2014) - [j85]Zheng-Jun Zha, Jianxing Yu, Jinhui Tang, Meng Wang, Tat-Seng Chua:
Product Aspect Ranking and Its Applications. IEEE Trans. Knowl. Data Eng. 26(5): 1211-1224 (2014) - [j84]Yang Yang, Zheng-Jun Zha, Yue Gao, Xiaofeng Zhu, Tat-Seng Chua:
Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss. IEEE Trans. Multim. 16(6): 1677-1689 (2014) - [j83]Liqiang Nie, Yi-Liang Zhao, Xiangyu Wang, Jialie Shen, Tat-Seng Chua:
Learning to Recommend Descriptive Tags for Questions in Social Forums. ACM Trans. Inf. Syst. 32(1): 5:1-5:23 (2014) - [j82]Peng Cui, Shaowei Liu, Wenwu Zhu, Huan-Bo Luan, Tat-Seng Chua, Shi-Qiang Yang:
Social-Sensed Image Search. ACM Trans. Inf. Syst. 32(2): 8:1-8:23 (2014) - [j81]Jin Yuan, Yi-Liang Zhao, Huan-Bo Luan, Meng Wang, Tat-Seng Chua:
Memory recall based video search: Finding videos you have seen before based on your memory. ACM Trans. Multim. Comput. Commun. Appl. 10(2): 21:1-21:21 (2014) - [j80]Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Yue Gao, Tat-Seng Chua:
Attribute-Augmented Semantic Hierarchy: Towards a Unified Framework for Content-Based Image Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 11(1s): 21:1-21:21 (2014) - [c229]Ghasem Heyrani-Nobari, Tat-Seng Chua:
User Intent Identification from Online Discussions Using a Joint Aspect-Action Topic Model. AAAI 2014: 1221-1227 - [c228]Zhaoyan Ming, Jintao Ye, Tat-Seng Chua:
A Dynamic Reconstruction Approach to Topic Summarization of User-Generated-Content. CIKM 2014: 311-320 - [c227]Xingwei Zhu, Zhaoyan Ming, Yu Hao, Xiaoyan Zhu, Tat-Seng Chua:
Customized Organization of Social Media Contents using Focused Topic Hierarchy. CIKM 2014: 1509-1518 - [c226]Han Hu, Yonggang Wen, Tat-Seng Chua, Zhi Wang, Jian Huang, Wenwu Zhu, Di Wu:
Community based effective social video contents placement in cloud centric CDN network. ICME 2014: 1-6 - [c225]Yang Yang, Yue Gao, Hanwang Zhang, Jie Shao, Tat-Seng Chua:
Image Tagging with Social Assistance. ICMR 2014: 81 - [c224]Yue Gao, Fanglin Wang, Huan-Bo Luan, Tat-Seng Chua:
Brand Data Gathering From Live Social Media Streams. ICMR 2014: 169 - [c223]Tat-Seng Chua:
The Multimedia Challenges in Social Media Analytics. SAM@MM 2014: 17-18 - [c222]Sicheng Zhao, Yue Gao, Xiaolei Jiang, Hongxun Yao, Tat-Seng Chua, Xiaoshuai Sun:
Exploring Principles-of-Art Features For Image Emotion Recognition. ACM Multimedia 2014: 47-56 - [c221]Hanwang Zhang, Yang Yang, Huan-Bo Luan, Shuicheng Yan, Tat-Seng Chua:
Start from Scratch: Towards Automatically Identifying, Modeling, and Naming Visual Attributes. ACM Multimedia 2014: 187-196 - [c220]Xue Geng, Hanwang Zhang, Zheng Song, Yang Yang, Huan-Bo Luan, Tat-Seng Chua:
One of a Kind: User Profiling by Social Curation. ACM Multimedia 2014: 567-576 - [c219]Na Zhao, Richang Hong, Meng Wang, Xuegang Hu, Tat-Seng Chua:
Searching for Recent Celebrity Images in Microblog Platform. ACM Multimedia 2014: 841-844 - [c218]Han Hu, Jian Huang, He Zhao, Yonggang Wen, Chang Wen Chen, Tat-Seng Chua:
Social TV analytics: a novel paradigm to transform TV watching experience. MMSys 2014: 172-175 - [c217]Han Hu, Yichao Jin, Yonggang Wen, Tat-Seng Chua, Xuelong Li:
Toward a biometric-aware cloud service engine for multi-screen video applications. SIGCOMM 2014: 581-582 - [c216]Liqiang Nie, Mohammad Akbari, Tao Li, Tat-Seng Chua:
A Joint Local-Global Approach for Medical Terminology Assignment. MedIR@SIGIR 2014: 24-27 - [c215]Jingwen Bian, Yang Yang, Tat-Seng Chua:
Predicting trending messages and diffusion participants in microblogging network. SIGIR 2014: 537-546 - [c214]Jovian Lin, Kazunari Sugiyama, Min-Yen Kan, Tat-Seng Chua:
New and improved: modeling versions to improve app recommendation. SIGIR 2014: 647-656 - [c213]Liqiang Nie, Tao Li, Mohammad Akbari, Jialie Shen, Tat-Seng Chua:
WenZher: comprehensive vertical search for healthcare domain. SIGIR 2014: 1245-1246 - [c212]Huan-Bo Luan, Juanzi Li, Maosong Sun, Tat-Seng Chua:
The design of a live social observatory system. WWW (Companion Volume) 2014: 1025-1030 - [p4]Yi-Liang Zhao, Qiang Cheng, Shuicheng Yan, Daqing Zhang, Tat-Seng Chua:
Community Understanding in Location-based Social Networks. Human-Centered Social Media Analytics 2014: 43-74 - [e12]Marie-Francine Moens, Juanzi Li, Tat-Seng Chua:
Mining User Generated Content. Chapman and Hall/CRC 2014, ISBN 978-1-4665-5740-6 [contents] - 2013
- [j79]Xiaojian Zhao, Jin Yuan, Meng Wang, Guangda Li, Richang Hong, Zhoujun Li, Tat-Seng Chua:
Video recommendation over multiple information sources. Multim. Syst. 19(1): 3-15 (2013) - [j78]Jinhui Tang, Shuicheng Yan, Chunxia Zhao, Tat-Seng Chua, Ramesh C. Jain:
Label-specific training set construction from web resource for image annotation. Signal Process. 93(8): 2199-2204 (2013) - [j77]Richang Hong, Zheng-Jun Zha, Yue Gao, Tat-Seng Chua, Xindong Wu:
Multimedia encyclopedia construction by mining web knowledge. Signal Process. 93(8): 2361-2368 (2013) - [j76]Zheng-Jun Zha, Hanwang Zhang, Meng Wang, Huan-Bo Luan, Tat-Seng Chua:
Detecting Group Activities With Multi-Camera Context. IEEE Trans. Circuits Syst. Video Technol. 23(5): 856-869 (2013) - [j75]Liqiang Nie, Meng Wang, Yue Gao, Zheng-Jun Zha, Tat-Seng Chua:
Beyond Text QA: Multimedia Answer Generation by Harvesting Web Information. IEEE Trans. Multim. 15(2): 426-441 (2013) - [j74]Meng Wang, Guangda Li, Zheng Lu, Yue Gao, Tat-Seng Chua:
When Amazon Meets Google: Product Visualization by Exploring Multiple Web Sources. ACM Trans. Internet Techn. 12(4): 12:1-12:17 (2013) - [j73]Yan-Tao Zheng, Shuicheng Yan, Zheng-Jun Zha, Yiqun Li, Xiangdong Zhou, Tat-Seng Chua, Ramesh C. Jain:
GPSView: A scenic driving route planner. ACM Trans. Multim. Comput. Commun. Appl. 9(1): 3:1-3:18 (2013) - [j72]Jian Dong, Bin Cheng, Xiangyu Chen, Tat-Seng Chua, Shuicheng Yan, Xi Zhou:
Robust image annotation via simultaneous feature and sample outlier pursuit. ACM Trans. Multim. Comput. Commun. Appl. 9(4): 24:1-24:20 (2013) - [j71]Jinhui Tang, Qiang Chen, Meng Wang, Shuicheng Yan, Tat-Seng Chua, Ramesh C. Jain:
Towards optimizing human labeling for interactive image tagging. ACM Trans. Multim. Comput. Commun. Appl. 9(4): 29:1-29:18 (2013) - [j70]Yi-Liang Zhao, Qiang Chen, Shuicheng Yan, Tat-Seng Chua, Daqing Zhang:
Detecting profilable and overlapping communities with user-generated multimedia contents in LBSNs. ACM Trans. Multim. Comput. Commun. Appl. 10(1): 3:1-3:22 (2013) - [j69]Xiangyu Chen, Yadong Mu, Hairong Liu, Shuicheng Yan, Yong Rui, Tat-Seng Chua:
Large-scale multilabel propagation based on efficient sparse graph construction. ACM Trans. Multim. Comput. Commun. Appl. 10(1): 6:1-6:20 (2013) - [c211]Hadi Amiri, Zheng-Jun Zha, Tat-Seng Chua:
A Pattern Matching Based Model for Implicit Opinion Question Identification. AAAI 2013: 46-52 - [c210]Yan Chen, Jichang Zhao, Xia Hu, Xiaoming Zhang, Zhoujun Li, Tat-Seng Chua:
From Interest to Function: Location Estimation in Social Media. AAAI 2013: 180-186 - [c209]Jingwen Bian, Yang Yang, Tat-Seng Chua:
Multimedia summarization for trending topics in microblogs. CIKM 2013: 1807-1812 - [c208]Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Yue Gao, Tat-Seng Chua:
Attribute-augmented semantic hierarchy: towards bridging semantic gap and intention gap in image retrieval. ACM Multimedia 2013: 33-42 - [c207]Vivek K. Singh, Tat-Seng Chua, Ramesh C. Jain, Alex Pentland:
Summary abstract for the 1st ACM international workshop on personal data meets distributed multimedia. ACM Multimedia 2013: 1105-1106 - [c206]Yang Yang, Zheng-Jun Zha, Heng Tao Shen, Tat-Seng Chua:
Robust Semantic Video Indexing by Harvesting Web Images. MMM (1) 2013: 70-80 - [c205]Yue Gao, Tat-Seng Chua:
Hyperspectral Image Classification by Using Pixel Spatial Correlation. MMM (1) 2013: 141-151 - [c204]Huan-Bo Luan, Dejun Hou, Tat-Seng Chua:
NExT-Live: A Live Observatory on Social Media. MMM (2) 2013: 514-516 - [c203]Weizhi Nie, Xiangyu Wang, Yi-Liang Zhao, Yue Gao, Yuting Su, Tat-Seng Chua:
Venue Semantics: Multimedia Topic Modeling of Social Media Contents. PCM 2013: 574-585 - [c202]Yan Chen, Hadi Amiri, Zhoujun Li, Tat-Seng Chua:
Emerging topic detection for organizations from microblogs. SIGIR 2013: 43-52 - [c201]Xingwei Zhu, Zhaoyan Ming, Xiaoyan Zhu, Tat-Seng Chua:
Topic hierarchy construction for the organization of multi-source user generated contents. SIGIR 2013: 233-242 - [c200]Jovian Lin, Kazunari Sugiyama, Min-Yen Kan, Tat-Seng Chua:
Addressing cold-start in app recommendation: latent user models constructed from twitter followers. SIGIR 2013: 283-292 - [p3]Jianxing Yu, Zheng-Jun Zha, Tat-Seng Chua:
Hierarchical Organization of Collaboratively Constructed Content. The People's Web Meets NLP 2013: 199-240 - [e11]Ramesh C. Jain, Balakrishnan Prabhakaran, Marcel Worring, John R. Smith, Tat-Seng Chua:
International Conference on Multimedia Retrieval, ICMR'13, Dallas, TX, USA, April 16-19, 2013. ACM 2013, ISBN 978-1-4503-2033-7 [contents] - [e10]Vivek K. Singh, Tat-Seng Chua, Ramesh C. Jain, Alex Pentland:
Proceedings of the 1st ACM international workshop on Personal data meets distributed multimedia, PDM@ACM Multimedia 2013, Barcelona, Spain, October 22, 2013. ACM 2013, ISBN 978-1-4503-2397-0 [contents] - 2012
- [j68]Meng Wang, Bingbing Ni, Xian-Sheng Hua, Tat-Seng Chua:
Assistive tagging: A survey of multimedia tagging with human-computer joint exploration. ACM Comput. Surv. 44(4): 25:1-25:24 (2012) - [j67]Benoit Huet, Tat-Seng Chua, Alexander G. Hauptmann:
Large-Scale Multimedia Data Collections. IEEE Multim. 19(3): 12-14 (2012) - [j66]Tat-Seng Chua, Huan-Bo Luan, Maosong Sun, Shiqiang Yang:
NExT: NUS-Tsinghua Center for Extreme Search of User-Generated Content. IEEE Multim. 19(3): 81-87 (2012) - [j65]Richang Hong, Meng Wang, Guangda Li, Liqiang Nie, Zheng-Jun Zha, Tat-Seng Chua:
Multimedia Question Answering. IEEE Multim. 19(4): 72-78 (2012) - [j64]Yadong Mu, Xiangyu Chen, Xianglong Liu, Tat-Seng Chua, Shuicheng Yan:
Multimedia semantics-aware query-adaptive hashing with bits reconfigurability. Int. J. Multim. Inf. Retr. 1(1): 59-70 (2012) - [j63]Fei Wang, Peng Cui, Gordon Sun, Tat-Seng Chua, Shiqiang Yang:
Guest editorial: Special issue on information retrieval for social media. Inf. Retr. 15(3-4): 179-182 (2012) - [j62]Jinhui Tang, Meng Wang, Xian-Sheng Hua, Tat-Seng Chua:
Social media mining and search. Multim. Tools Appl. 56(1): 1-7 (2012) - [j61]Yan Song, Sheng Tang, Yan-Tao Zheng, Tat-Seng Chua, Yongdong Zhang, Shouxun Lin:
Exploring probabilistic localized video representation for human action recognition. Multim. Tools Appl. 58(3): 663-685 (2012) - [j60]Werner Bailer, Bernard Mérialdo, Yiannis Kompatsiaris, Tat-Seng Chua:
Semantic multimedia. Multim. Tools Appl. 59(2): 403-405 (2012) - [j59]Yue Gao, Jinhui Tang, Richang Hong, Shuicheng Yan, Qionghai Dai, Naiyao Zhang, Tat-Seng Chua:
Camera Constraint-Free View-Based 3-D Object Retrieval. IEEE Trans. Image Process. 21(4): 2269-2281 (2012) - [j58]Jinhui Tang, Zheng-Jun Zha, Dacheng Tao, Tat-Seng Chua:
Semantic-Gap-Oriented Active Learning for Multilabel Image Annotation. IEEE Trans. Image Process. 21(4): 2354-2360 (2012) - [j57]Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua:
Mining Travel Patterns from Geotagged Photos. ACM Trans. Intell. Syst. Technol. 3(3): 56:1-56:18 (2012) - [j56]Zheng-Jun Zha, Meng Wang, Yan-Tao Zheng, Yi Yang, Richang Hong, Tat-Seng Chua:
Interactive Video Indexing With Statistical Active Learning. IEEE Trans. Multim. 14(1): 17-27 (2012) - [j55]Sheng Tang, Yan-Tao Zheng, Yu Wang, Tat-Seng Chua:
Sparse Ensemble Learning for Concept Detection. IEEE Trans. Multim. 14(1): 43-54 (2012) - [j54]Meng Wang, Richang Hong, Xiao-Tong Yuan, Shuicheng Yan, Tat-Seng Chua:
Movie2Comics: Towards a Lively Video Content Presentation. IEEE Trans. Multim. 14(3-2): 858-870 (2012) - [j53]Meng Wang, Richang Hong, Guangda Li, Zheng-Jun Zha, Shuicheng Yan, Tat-Seng Chua:
Event Driven Web Video Summarization by Tag Localization and Key-Shot Identification. IEEE Trans. Multim. 14(4): 975-985 (2012) - [j52]Liqiang Nie, Meng Wang, Zheng-Jun Zha, Tat-Seng Chua:
Oracle in Image Search: A Content-Based Approach to Performance Prediction. ACM Trans. Inf. Syst. 30(2): 13:1-13:23 (2012) - [j51]Xiaobai Liu, Shuicheng Yan, Tat-Seng Chua, Hai Jin:
Image label completion by pursuing contextual decomposability. ACM Trans. Multim. Comput. Commun. Appl. 8(2): 21:1-21:20 (2012) - [j50]Xiaobai Liu, Shuicheng Yan, Bin Cheng, Jinhui Tang, Tat-Seng Chua, Hai Jin:
Label-to-region with continuity-biased bi-layer sparsity priors. ACM Trans. Multim. Comput. Commun. Appl. 8(4): 50:1-50:23 (2012) - [j49]Guangda Li, Meng Wang, Zheng Lu, Richang Hong, Tat-Seng Chua:
In-video product annotation with web information mining. ACM Trans. Multim. Comput. Commun. Appl. 8(4): 55:1-55:19 (2012) - [c199]Wen Chan, Xiangdong Zhou, Wei Wang, Tat-Seng Chua:
Community Answer Summarization for Multi-Sentence Question with Group L1 Regularization. ACL (1) 2012: 582-591 - [c198]Hadi Amiri, Tat-Seng Chua:
Mining sentiment terminology through time. CIKM 2012: 2060-2064 - [c197]Xianling Mao, Zhaoyan Ming, Zheng-Jun Zha, Tat-Seng Chua, Hongfei Yan, Xiaoming Li:
Automatic labeling hierarchical topics. CIKM 2012: 2383-2386 - [c196]Yan Chen, Zhoujun Li, Liqiang Nie, Xia Hu, Xiangyu Wang, Tat-Seng Chua, Xiaoming Zhang:
A Semi-Supervised Bayesian Network Model for Microblog Topic Classification. COLING 2012: 561-576 - [c195]Weinan Zhang, Zhaoyan Ming, Yu Zhang, Liqiang Nie, Ting Liu, Tat-Seng Chua:
The Use of Dependency Relation Graph to Enhance the Term Weighting in Question Retrieval. COLING 2012: 3105-3120 - [c194]Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Meng Wang, Tat-Seng Chua:
Robust Non-negative Graph Embedding: Towards noisy data, unreliable graphs, and noisy labels. CVPR 2012: 2464-2471 - [c193]Jianxing Yu, Zheng-Jun Zha, Tat-Seng Chua:
Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews. EMNLP-CoNLL 2012: 391-401 - [c192]Xianling Mao, Zhaoyan Ming, Tat-Seng Chua, Si Li, Hongfei Yan, Xiaoming Li:
SSHLDA: A Semi-Supervised Hierarchical Topic Model. EMNLP-CoNLL 2012: 800-809 - [c191]Liqiang Nie, Shuicheng Yan, Meng Wang, Richang Hong, Tat-Seng Chua:
Harvesting visual concepts for image search with complex queries. ACM Multimedia 2012: 59-68 - [c190]Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Jingwen Bian, Tat-Seng Chua:
Attribute feedback. ACM Multimedia 2012: 79-88 - [c189]Jingwen Bian, Zheng-Jun Zha, Hanwang Zhang, Qi Tian, Tat-Seng Chua:
Visual query attributes suggestion. ACM Multimedia 2012: 869-872 - [c188]Hanwang Zhang, Zheng-Jun Zha, Jingwen Bian, Yue Gao, Huan-Bo Luan, Tat-Seng Chua:
Attribute feedback. ACM Multimedia 2012: 1339-1340 - [c187]Xiaojian Zhao, Jin Yuan, Richang Hong, Meng Wang, Zhoujun Li, Tat-Seng Chua:
On Video Recommendation over Social Network. MMM 2012: 149-160 - [c186]Jin Yuan, Huan-Bo Luan, Dejun Hou, Han Zhang, Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua:
Video Browser Showdown by NUS. MMM 2012: 642-645 - [c185]Dian Tjondronegoro, Tat-Seng Chua:
Transforming mobile personal life log into autobiographical multimedia eChronicles. MoMM 2012: 57-63 - [c184]Hadi Amiri, Tat-Seng Chua:
Mining slang and urban opinion words and phrases from cQA services: an optimization approach. WSDM 2012: 193-202 - [p2]Zheng-Jun Zha, Meng Wang, Jialie Shen, Tat-Seng Chua:
Text Mining in Multimedia. Mining Text Data 2012: 361-384 - 2011
- [j48]Huan-Bo Luan, Yan-Tao Zheng, Meng Wang, Tat-Seng Chua:
VisionGo: Towards video retrieval with joint exploration of human and computer. Inf. Sci. 181(19): 4197-4213 (2011) - [j47]Meng Wang, Jinhui Tang, Xian-Sheng Hua, Tat-Seng Chua:
Interactive multimedia computing. Multim. Syst. 17(5): 365-366 (2011) - [j46]Ramesh C. Jain, Alberto Del Bimbo, Tat-Seng Chua, Borko Furht:
Survey papers in multimedia - guest editorial. Multim. Tools Appl. 51(1): 1-4 (2011) - [j45]Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua:
Research and applications on georeferenced multimedia: a survey. Multim. Tools Appl. 51(1): 77-98 (2011) - [j44]Ramesh C. Jain, Alberto Del Bimbo, Tat-Seng Chua, Borko Furht:
Hot research topics - guest editorial. Multim. Tools Appl. 51(2): 397-400 (2011) - [j43]Yan Song, Yan-Tao Zheng, Sheng Tang, Xiangdong Zhou, Yongdong Zhang, Shouxun Lin, Tat-Seng Chua:
Localized Multiple Kernel Learning for Realistic Human Action Recognition in Videos. IEEE Trans. Circuits Syst. Video Technol. 21(9): 1193-1202 (2011) - [j42]Jinhui Tang, Richang Hong, Shuicheng Yan, Tat-Seng Chua, Guo-Jun Qi, Ramesh C. Jain:
Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images. ACM Trans. Intell. Syst. Technol. 2(2): 14:1-14:15 (2011) - [j41]Jin Yuan, Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Xiangdong Zhou, Tat-Seng Chua:
Utilizing Related Samples to Enhance Interactive Concept-Based Video Search. IEEE Trans. Multim. 13(6): 1343-1355 (2011) - [j40]Richang Hong, Jinhui Tang, Hung-Khoon Tan, Chong-Wah Ngo, Shuicheng Yan, Tat-Seng Chua:
Beyond search: Event-driven summarization for web videos. ACM Trans. Multim. Comput. Commun. Appl. 7(4): 35:1-35:18 (2011) - [j39]Richang Hong, Meng Wang, Xiao-Tong Yuan, Mengdi Xu, Jianguo Jiang, Shuicheng Yan, Tat-Seng Chua:
Video accessibility enhancement for hearing-impaired users. ACM Trans. Multim. Comput. Commun. Appl. 7(Supplement): 24 (2011) - [c183]Jianxing Yu, Zheng-Jun Zha, Meng Wang, Tat-Seng Chua:
Aspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews. ACL 2011: 1496-1505 - [c182]Jianxing Yu, Zheng-Jun Zha, Meng Wang, Kai Wang, Tat-Seng Chua:
Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews. EMNLP 2011: 140-150 - [c181]Xiangyu Chen, Xiao-Tong Yuan, Qiang Chen, Shuicheng Yan, Tat-Seng Chua:
Multi-label visual classification with label exclusive context. ICCV 2011: 834-841 - [c180]Harish Katti, Karthik Yadati, Mohan S. Kankanhalli, Tat-Seng Chua:
Affective Video Summarization and Story Board Generation Using Pupillary Dilation and Eye Gaze. ISM 2011: 319-326 - [c179]Yadong Mu, Xiangyu Chen, Tat-Seng Chua, Shuicheng Yan:
Learning reconfigurable hashing for diverse semantics. ICMR 2011: 7 - [c178]Guangda Li, Meng Wang, Yan-Tao Zheng, Haojie Li, Zheng-Jun Zha, Tat-Seng Chua:
ShotTagger: tag location for internet videos. ICMR 2011: 37 - [c177]Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Fei Chang, Tat-Seng Chua:
Locally regressive G-optimal design for image retrieval. ICMR 2011: 59 - [c176]Xiangyu Chen, Xiaotong Yuan, Shuicheng Yan, Jinhui Tang, Yong Rui, Tat-Seng Chua:
Towards multi-semantic image annotation with graph regularized exclusive group lasso. ACM Multimedia 2011: 263-272 - [c175]Jin Yuan, Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Xiangdong Zhou, Tat-Seng Chua:
Learning concept bundles for video search with complex queries. ACM Multimedia 2011: 453-462 - [c174]Xiaojian Zhao, Guangda Li, Meng Wang, Jin Yuan, Zheng-Jun Zha, Zhoujun Li, Tat-Seng Chua:
Integrating rich information for video recommendation with multi-task rank aggregation. ACM Multimedia 2011: 1521-1524 - [c173]Yan-Tao Zheng, Yiqun Li, Zheng-Jun Zha, Tat-Seng Chua:
Mining Travel Patterns from GPS-Tagged Photos. MMM (1) 2011: 262-272 - [c172]Yi-Liang Zhao, Yan-Tao Zheng, Xiangdong Zhou, Tat-Seng Chua:
Generating Representative Views of Landmarks via Scenic Theme Detection. MMM (1) 2011: 392-402 - [c171]Liqiang Nie, Meng Wang, Zheng-Jun Zha, Guangda Li, Tat-Seng Chua:
Multimedia answering: enriching text QA with media information. SIGIR 2011: 695-704 - [c170]Si Li, Zheng-Jun Zha, Zhaoyan Ming, Meng Wang, Tat-Seng Chua, Jun Guo, Weiran Xu:
Product comparison using comparative relations. SIGIR 2011: 1151-1152 - [c169]Jianxing Yu, Zheng-Jun Zha, Meng Wang, Tat-Seng Chua:
Hierarchical organization of unstructured consumer reviews. WWW (Companion Volume) 2011: 171-172 - [e9]Wei-Ying Ma, Jian-Yun Nie, Ricardo Baeza-Yates, Tat-Seng Chua, W. Bruce Croft:
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011. ACM 2011, ISBN 978-1-4503-0757-4 [contents] - [i2]Jinhui Tang, Shuicheng Yan, Tat-Seng Chua, Ramesh C. Jain:
Label-Specific Training Set Construction from Web Resource for Image Annotation. CoRR abs/1107.2859 (2011) - 2010
- [j38]Guangda Li, Haojie Li, Zhaoyan Ming, Richang Hong, Sheng Tang, Tat-Seng Chua:
Question Answering over Community-Contributed Web Videos. IEEE Multim. 17(4): 46-57 (2010) - [j37]Tat-Seng Chua, Richang Hong, Jinhui Tang:
Multimedia Question Answering. Scholarpedia 5(5): 9546 (2010) - [j36]Hung-Khoon Tan, Chong-Wah Ngo, Tat-Seng Chua:
Efficient Mining of Multiple Partial Near-Duplicate Alignments by Temporal Network. IEEE Trans. Circuits Syst. Video Technol. 20(11): 1486-1498 (2010) - [j35]Jinhui Tang, Haojie Li, Guo-Jun Qi, Tat-Seng Chua:
Image Annotation by Graph-Based Inference With Integrated Multiple/Single Instance Representations. IEEE Trans. Multim. 12(2): 131-141 (2010) - [j34]Mstislav Maslennikov, Tat-Seng Chua:
Combining relations for information extraction from free text. ACM Trans. Inf. Syst. 28(3): 14:1-14:35 (2010) - [j33]Zheng-Jun Zha, Linjun Yang, Tao Mei, Meng Wang, Zengfu Wang, Tat-Seng Chua, Xian-Sheng Hua:
Visual query suggestion: Towards capturing user intent in internet image search. ACM Trans. Multim. Comput. Commun. Appl. 6(3): 13:1-13:19 (2010) - [c168]Zhaoyan Ming, Tat-Seng Chua, Gao Cong:
Exploring domain-specific term weight in archived question search. CIKM 2010: 1605-1608 - [c167]Jin Yuan, Zheng-Jun Zha, Zhengdong Zhao, Xiangdong Zhou, Tat-Seng Chua:
Utilizing related samples to learn complex queries in interactive concept-based video search. CIVR 2010: 66-73 - [c166]Richang Hong, Guangda Li, Liqiang Nie, Jinhui Tang, Tat-Seng Chua:
Exploring large scale data for multimedia QA: an initial study. CIVR 2010: 74-81 - [c165]Kai Wang, Tat-Seng Chua:
Exploiting Salient Patterns for Question Detection and Question Retrieval in Community-based Question Answering. COLING 2010: 1155-1163 - [c164]Gang Wang, Tat-Seng Chua, Chong-Wah Ngo, Yongcheng Wang:
Automatic Generation of Semantic Fields for Annotating Web Images. COLING (Posters) 2010: 1301-1309 - [c163]Yu Xiang, Xiangdong Zhou, Zuotao Liu, Tat-Seng Chua, Chong-Wah Ngo:
Semantic context modeling with maximal margin Conditional Random Fields for automatic image annotation. CVPR 2010: 3368-3375 - [c162]Subramanian Ramanathan, Harish Katti, Nicu Sebe, Mohan S. Kankanhalli, Tat-Seng Chua:
An Eye Fixation Database for Saliency Detection in Images. ECCV (4) 2010: 30-43 - [c161]Yan Song, Sheng Tang, Yantao Zheng, Tat-Seng Chua, Yongdong Zhang, Shouxun Lin:
A distribution based video representation for human action recognition. ICME 2010: 772-777 - [c160]Xiangyu Chen, Yadong Mu, Shuicheng Yan, Tat-Seng Chua:
Efficient large-scale image annotation by probabilistic collaborative multi-label propagation. ACM Multimedia 2010: 35-44 - [c159]Yue Gao, Jinhui Tang, Richang Hong, Qionghai Dai, Tat-Seng Chua, Ramesh C. Jain:
W2Go: a travel guidance system by automatic landmark ranking. ACM Multimedia 2010: 123-132 - [c158]Richang Hong, Meng Wang, Mengdi Xu, Shuicheng Yan, Tat-Seng Chua:
Dynamic captioning: video accessibility enhancement for hearing impairment. ACM Multimedia 2010: 421-430 - [c157]Richang Hong, Xiaotong Yuan, Mengdi Xu, Meng Wang, Shuicheng Yan, Tat-Seng Chua:
Movie2Comics: a feast of multimedia artwork. ACM Multimedia 2010: 611-614 - [c156]Harish Katti, Subramanian Ramanathan, Mohan S. Kankanhalli, Nicu Sebe, Tat-Seng Chua, Kalpathi R. Ramakrishnan:
Making computers look the way we look: exploiting visual attention for image understanding. ACM Multimedia 2010: 667-670 - [c155]Jinhui Tang, Qiang Chen, Shuicheng Yan, Tat-Seng Chua, Ramesh C. Jain:
One person labels one million images. ACM Multimedia 2010: 1019-1022 - [c154]Richang Hong, Meng Wang, Guangda Li, Xiaotong Yuan, Shuicheng Yan, Tat-Seng Chua:
iComics: automatic conversion of movie into comics. ACM Multimedia 2010: 1599-1602 - [c153]Benoit Huet, Tat-Seng Chua, Alexander G. Hauptmann:
ACM international workshop on very-large-scale multimedia corpus, mining and retrieval (VLS-MCMR'10). ACM Multimedia 2010: 1769-1770 - [c152]Richang Hong, Jinhui Tang, Zheng-Jun Zha, Zhiping Luo, Tat-Seng Chua:
Mediapedia: Mining Web Knowledge to Construct Multimedia Encyclopedia. MMM 2010: 556-566 - [c151]Zhiping Luo, Haojie Li, Jinhui Tang, Richang Hong, Tat-Seng Chua:
Estimating Poses of World's Photos with Geographic Metadata. MMM 2010: 695-700 - [c150]Guangda Li, Richang Hong, Yantao Zheng, Shuicheng Yan, Tat-Seng Chua:
Learning Cooking Techniques from YouTube. MMM 2010: 713-718 - [c149]Yanling Wu, Mei Wang, Guangda Li, Zhiping Luo, Tat-Seng Chua, Xumin Liu:
VDictionary: Automatically Generate Visual Dictionary via Wikimedias. MMM 2010: 796-798 - [c148]Lei Gao, Guangda Li, Yantao Zheng, Richang Hong, Tat-Seng Chua:
Video Reference: A Video Question Answering Engine. MMM 2010: 799-801 - [c147]Zhaoyan Ming, Kai Wang, Tat-Seng Chua:
Vocabulary Filtering for Term Weighting in Archived Question Search. PAKDD (1) 2010: 383-390 - [c146]Zhaoyan Ming, Kai Wang, Tat-Seng Chua:
Prototype hierarchy based clustering for the categorization and navigation of web collections. SIGIR 2010: 2-9 - [c145]Kai Wang, Zhaoyan Ming, Xia Hu, Tat-Seng Chua:
Segmentation of multi-sentence questions: towards effective question retrieval in cQA services. SIGIR 2010: 387-394 - [c144]Xiangyu Chen, Jin Yuan, Liqiang Nie, Zheng-Jun Zha, Shuicheng Yan, Tat-Seng Chua:
TRECVID 2010 Known-item Search by NUS. TRECVID 2010
2000 – 2009
- 2009
- [j32]Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian:
Toward a higher-level visual representation for object-based image retrieval. Vis. Comput. 25(1): 13-23 (2009) - [c143]Chao Zhang, Nan Sun, Xia Hu, Tingzhu Huang, Tat-Seng Chua:
Query Segmentation Based on Eigenspace Similarity. ACL/IJCNLP (2) 2009: 185-188 - [c142]Shiren Ye, Tat-Seng Chua, Jie Lu:
Summarizing Definition from Wikipedia. ACL/IJCNLP 2009: 199-207 - [c141]Xia Hu, Nan Sun, Chao Zhang, Tat-Seng Chua:
Exploiting internal and external semantics for the clustering of short texts using world knowledge. CIKM 2009: 919-928 - [c140]Tat-Seng Chua, Jinhui Tang, Richang Hong, Haojie Li, Zhiping Luo, Yantao Zheng:
NUS-WIDE: a real-world web image database from National University of Singapore. CIVR 2009 - [c139]Yantao Zheng, Shi-Yong Neo, Xiangyu Chen, Tat-Seng Chua:
VisionGo: towards true interactivity. CIVR 2009 - [c138]Yantao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven:
Tour the world: Building a web-scale landmark recognition engine. CVPR 2009: 1085-1092 - [c137]Yu Xiang, Xiangdong Zhou, Tat-Seng Chua, Chong-Wah Ngo:
A revisit of Generative Model for Automatic Image Annotation using Markov Random Fields. CVPR 2009: 1153-1160 - [c136]Ju Sun, Xiao Wu, Shuicheng Yan, Loong Fah Cheong, Tat-Seng Chua, Jintao Li:
Hierarchical spatio-temporal context modeling for action recognition. CVPR 2009: 2004-2011 - [c135]Lixin Duan, Ivor W. Tsang, Dong Xu, Tat-Seng Chua:
Domain adaptation from multiple sources via auxiliary classifiers. ICML 2009: 289-296 - [c134]Guo-Jun Qi, Jinhui Tang, Zheng-Jun Zha, Tat-Seng Chua, Hong-Jiang Zhang:
An efficient sparse metric learning in high-dimensional space via l1-penalized log-determinant regularization. ICML 2009: 841-848 - [c133]Richang Hong, Jinhui Tang, Hung-Khoon Tan, Shuicheng Yan, Chong-Wah Ngo, Tat-Seng Chua:
Event driven summarization for web videos. WSM@MM 2009: 43-48 - [c132]Tat-Seng Chua, Richang Hong, Guangda Li, Jinhui Tang:
From text question-answering to multimedia QA on web-scale media resources. LS-MMRM@ACM Multimedia 2009: 51-58 - [c131]Xiaobai Liu, Bin Cheng, Shuicheng Yan, Jinhui Tang, Tat-Seng Chua, Hai Jin:
Label to region by bi-layer sparsity priors. ACM Multimedia 2009: 115-124 - [c130]Hung-Khoon Tan, Chong-Wah Ngo, Richang Hong, Tat-Seng Chua:
Scalable detection of partial near-duplicate videos by visual-temporal consistency. ACM Multimedia 2009: 145-154 - [c129]Jinhui Tang, Shuicheng Yan, Richang Hong, Guo-Jun Qi, Tat-Seng Chua:
Inferring semantic concepts from community-contributed images and noisy tags. ACM Multimedia 2009: 223-232 - [c128]Subramanian Ramanathan, Harish Katti, Raymond Huang, Tat-Seng Chua, Mohan S. Kankanhalli:
Automated localization of affective objects and actions in images via caption text-cum-eye gaze analysis. ACM Multimedia 2009: 729-732 - [c127]Guangda Li, Zhaoyan Ming, Haojie Li, Tat-Seng Chua:
Video reference: question answering on YouTube. ACM Multimedia 2009: 773-776 - [c126]Yantao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven, Jay Yagnik:
Tour the world: a technical demonstration of a web-scale landmark recognition engine. ACM Multimedia 2009: 961-962 - [c125]Zhiping Luo, Haojie Li, Jinhui Tang, Richang Hong, Tat-Seng Chua:
ViewFocus: explore places of interests on Google maps using photos with view direction filtering. ACM Multimedia 2009: 963-964 - [c124]Sheng Tang, Jintao Li, Yongdong Zhang, Cheng Xie, Ming Li, Yizhi Liu, Xiufeng Hua, Yantao Zheng, Jinhui Tang, Tat-Seng Chua:
Pornprobe: an LDA-SVM based pornography detection system. ACM Multimedia 2009: 1003-1004 - [c123]Hongtao Xu, Xiangdong Zhou, Lan Lin, Mei Wang, Tat-Seng Chua:
Adaptive Model for Integrating Different Types of Associated Texts for Automated Annotation of Web Images. MMM 2009: 3-14 - [c122]Ming Li, Yantao Zheng, Shouxun Lin, Yong-Dong Zhang, Tat-Seng Chua:
Multimedia Evidence Fusion for Video Concept Detection via OWA Operator. MMM 2009: 208-216 - [c121]Kai Wang, Zhaoyan Ming, Tat-Seng Chua:
A syntactic tree matching approach to finding similar questions in community-based qa services. SIGIR 2009: 187-194 - [e8]Tat-Seng Chua, Yiannis Kompatsiaris, Bernard Mérialdo, Werner Haas, Georg Thallinger, Werner Bailer:
Semantic Multimedia, 4th International Conference on Semantic and Digital Media Technologies, SAMT 2009, Graz, Austria, December 2-4, 2009, Proceedings. Lecture Notes in Computer Science 5887, Springer 2009, ISBN 978-3-642-10542-5 [contents] - 2008
- [j31]Alan F. Smeaton, Peter Wilkins, Marcel Worring, Ork de Rooij, Tat-Seng Chua, Huan-Bo Luan:
Content-based video retrieval: Three example systems from TRECVid. Int. J. Imaging Syst. Technol. 18(2-3): 195-201 (2008) - [j30]Tolga K. Çapin, Selim Balcisoy, Daniel Thalmann, Nadia Magnenat-Thalmann, Tat-Seng Chua:
Editorial. Vis. Comput. 24(7-9): 463 (2008) - [c120]Mei Wang, Xiangdong Zhou, Tat-Seng Chua:
Automatic image annotation via local multi-label classification. CIVR 2008: 17-26 - [c119]Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian:
Probabilistic optimized ranking for multimedia semantic concept detection via RVM. CIVR 2008: 161-168 - [c118]Huan-Bo Luan, Yantao Zheng, Shi-Yong Neo, Yongdong Zhang, Shouxun Lin, Tat-Seng Chua:
Adaptive multiple feedback strategies for interactive video search. CIVR 2008: 457-464 - [c117]Shi-Yong Neo, Huan-Bo Luan, Yantao Zheng, Hai-Kiat Goh, Tat-Seng Chua:
VisionGo: bridging users and multimedia video retrieval. CIVR 2008: 559-560 - [c116]Yantao Zheng, Ming Zhao, Shi-Yong Neo, Tat-Seng Chua, Qi Tian:
Visual Synset: Towards a higher-level visual representation. CVPR 2008 - [c115]Ming Zhao, Tat-Seng Chua:
Markovian mixture face recognition with discriminative face alignment. FG 2008: 1-6 - [c114]Harish Katti, Kwok Yang Bin, Tat-Seng Chua, Mohan S. Kankanhalli:
Pre-attentive discrimination of interestingness in images. ICME 2008: 1433-1436 - [c113]Long Qiu, Min-Yen Kan, Tat-Seng Chua:
Modeling Context in Scenario Template Creation. IJCNLP 2008: 157-164 - [c112]Gang Wang, Tat-Seng Chua, Ming Zhao:
Exploring knowledge of sub-domain in a multi-resolution bootstrapping framework for concept detection in news video. ACM Multimedia 2008: 249-258 - [c111]Jinhui Tang, Haojie Li, Guo-Jun Qi, Tat-Seng Chua:
Integrated graph-based semi-supervised multiple/single instance learning framework for image annotation. ACM Multimedia 2008: 631-634 - [c110]Haojie Li, Jinhui Tang, Guangda Li, Tat-Seng Chua:
Word2Image: towards visual interpreting of words. ACM Multimedia 2008: 813-816 - [c109]Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian:
Object-Based Image Retrieval Beyond Visual Appearances. MMM 2008: 13-23 - [e7]Sung-Hyon Myaeng, Douglas W. Oard, Fabrizio Sebastiani, Tat-Seng Chua, Mun-Kew Leong:
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008. ACM 2008, ISBN 978-1-60558-164-4 [contents] - 2007
- [j29]Shiren Ye, Tat-Seng Chua:
Automatically Integrating Heterogeneous Ontologies from Structured Web Pages. Int. J. Semantic Web Inf. Syst. 3(2): 99-114 (2007) - [j28]Shiren Ye, Tat-Seng Chua, Min-Yen Kan, Long Qiu:
Document concept lattice for text understanding and summarization. Inf. Process. Manag. 43(6): 1643-1662 (2007) - [j27]Hang Cui, Min-Yen Kan, Tat-Seng Chua:
Soft pattern matching models for definitional question answering. ACM Trans. Inf. Syst. 25(2): 8 (2007) - [c108]Mstislav Maslennikov, Tat-Seng Chua:
A Multi-resolution Framework for Information Extraction from Free Text. ACL 2007 - [c107]Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian:
The use of temporal, semantic and visual partitioning model for efficient near-duplicate keyframe detection in large scale news corpus. CIVR 2007: 409-416 - [c106]Huan-Bo Luan, Shi-Yong Neo, Tat-Seng Chua, Yantao Zheng, Sheng Tang, Yongdong Zhang, Jin-Tao Li:
Active learning approach to interactive spatio-temporal news video retrieval. CIVR 2007: 651 - [c105]Huan-Bo Luan, Shouxun Lin, Sheng Tang, Shi-Yong Neo, Tat-Seng Chua:
Interactive Spatio-Temporal Visual Map Model for Web Video Retrieval. ICME 2007: 560-563 - [c104]Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Tat-Seng Chua, Sheng Tang:
News Video Retrieval using Implicit Event Semantics. ICME 2007: 803-806 - [c103]Yang Xiao, Tat-Seng Chua, Lekha Chaisorn, Chin-Hui Lee:
Use of Generalized Pattern Model for Video Annotation. ICME 2007: 819-822 - [c102]Shi-Yong Neo, Yuanyuan Ran, Hai-Kiat Goh, Yantao Zheng, Tat-Seng Chua, Jintao Li:
The use of topic evolution to help users browse and find answers in news video corpus. ACM Multimedia 2007: 198-207 - [c101]Huan-Bo Luan, Shi-Yong Neo, Hai-Kiat Goh, Yong-Dong Zhang, Shouxun Lin, Tat-Seng Chua:
Segregated feedback with performance-based adaptive sampling for interactive news video retrieval. ACM Multimedia 2007: 293-296 - [c100]Rui Shi, Chin-Hui Lee, Tat-Seng Chua:
Enhancing image annotation by integrating concept ontology and text-based bayesian learning model. ACM Multimedia 2007: 341-344 - [c99]Liza Leslie, Tat-Seng Chua, Ramesh C. Jain:
Annotation of paintings with high-level semantic concepts using transductive inference and ontology-based concept disambiguation. ACM Multimedia 2007: 443-452 - [c98]Tat-Seng Chua:
Towards the next plateau: innovative multimedia research beyond trecvid. ACM Multimedia 2007: 1054 - [c97]Yelizaveta Marchenko, Tat-Seng Chua, Ramesh C. Jain:
Ontology-Based Annotation of Paintings Using Transductive Inference Framework. MMM (1) 2007: 13-23 - [c96]Yang Xiao, Tat-Seng Chua, Chin-Hui Lee:
Fusion of Region and Image-Based Techniques for Automatic Image Annotation. MMM (1) 2007: 247-258 - [c95]Liza Leslie, Tat-Seng Chua, Ramesh C. Jain:
Auto-Annotation of Paintings Using Social Annotations, Domain Ontology and Transductive Inference. PCM 2007: 266-275 - [c94]Kian-Wei Kor, Tat-Seng Chua:
Interesting nuggets and their impact on definitional question answering. SIGIR 2007: 335-342 - [c93]Tat-Seng Chua, Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Xiaoming Zhang, Sheng Tang, Yong-Dong Zhang, Jin-Tao Li, Juan Cao, Huan-Bo Luan, Qiao-Yan He, Xu Zhang:
TRECVID 2007 Search Tasks by NUS-ICT. TRECVID 2007 - [e6]Tat-Jen Cham, Jianfei Cai, Chitra Dorai, Deepu Rajan, Tat-Seng Chua, Liang-Tien Chia:
Advances in Multimedia Modeling, 13th International Multimedia Modeling Conference, MMM 2007, Singapore, January 9-12, 2007. Proceedings, Part I. Lecture Notes in Computer Science 4351, Springer 2007, ISBN 978-3-540-69421-2 [contents] - [e5]Tat-Jen Cham, Jianfei Cai, Chitra Dorai, Deepu Rajan, Tat-Seng Chua, Liang-Tien Chia:
Advances in Multimedia Modeling, 13th International Multimedia Modeling Conference, MMM 2007, Singapore, January 9-12, 2007. Proceedings, Part II. Lecture Notes in Computer Science 4352, Springer 2007, ISBN 978-3-540-69428-1 [contents] - 2006
- [j26]Shiren Ye, Tat-Seng Chua:
Learning Object Models from Semistructured Web Documents. IEEE Trans. Knowl. Data Eng. 18(2): 334-349 (2006) - [j25]Sheng Gao, Wen Wu, Chin-Hui Lee, Tat-Seng Chua:
A maximal figure-of-merit (MFoM)-learning approach to robust classifier design for text categorization. ACM Trans. Inf. Syst. 24(2): 190-218 (2006) - [j24]Huaxin Xu, Tat-Seng Chua:
Fusion of AV features and external information sources for event detection in team sports video. ACM Trans. Multim. Comput. Commun. Appl. 2(1): 44-67 (2006) - [j23]Yi-Ping Phoebe Chen, Tat-Seng Chua:
Guest editors' introduction: multimedia modelling. Vis. Comput. 22(5): 300-301 (2006) - [c92]Mstislav Maslennikov, Hai-Kiat Goh, Tat-Seng Chua:
ARE: Instance Splitting Strategies for Dependency Relation-Based Information Extraction. ACL 2006 - [c91]Rui Shi, Tat-Seng Chua, Chin-Hui Lee, Sheng Gao:
Bayesian Learning of Hierarchical Multinomial Mixture Models of Concepts for Automatic Image Annotation. CIVR 2006: 102-112 - [c90]Shi-Yong Neo, Jin Zhao, Min-Yen Kan, Tat-Seng Chua:
Video Retrieval Using High Level Features: Exploiting Query Matching and Confidence-Based Weighting. CIVR 2006: 143-152 - [c89]Ming Zhao, Yong Teo, Siliang Liu, Tat-Seng Chua, Ramesh C. Jain:
Automatic Person Annotation of Family Photo Album. CIVR 2006: 163-172 - [c88]Long Qiu, Min-Yen Kan, Tat-Seng Chua:
Paraphrase Recognition via Dissimilarity Significance Classification. EMNLP 2006: 18-26 - [c87]Ming Zhao, Tat-Seng Chua:
Face Alignment with Unified Subspace Optimization of Active Statistical Models. FGR 2006: 67-72 - [c86]Ming Zhao, Tat-Seng Chua, Terence Sim:
Morphable Face Reconstruction with Multiple Images. FGR 2006: 597-602 - [c85]Lekha Chaisorn, Tat-Seng Chua:
Story Boundary Detection in News Video using Global Rule Induction Technique. ICME 2006: 2101-2104 - [c84]Tat-Seng Chua:
Automatic Indexing and Retrieval of Large Broadcast News Video Collections - The TRECVID Experience. ISCSLP (Selected Papers) 2006: 16 - [c83]Yelizaveta Marchenko, Tat-Seng Chua, Ramesh C. Jain:
Transductive inference using multiple experts for brushwork annotation in paintings domain. ACM Multimedia 2006: 157-160 - [c82]Shi-Yong Neo, Yantao Zheng, Tat-Seng Chua, Qi Tian:
News video search with fuzzy event clustering using high-level features. ACM Multimedia 2006: 169-172 - [c81]Yelizaveta Marchenko, Tat-Seng Chua, Ramesh C. Jain:
Semi-supervised annotation of brushwork in paintings domain using serial combinations of multiple experts. ACM Multimedia 2006: 529-538 - [c80]Ming Zhao, Shi-Yong Neo, Hai-Kiat Goh, Tat-Seng Chua:
Multi-faceted contextual model for person identification in news video. MMM 2006 - [c79]Renxu Sun, Chai-Huat Ong, Tat-Seng Chua:
Mining dependency relations for query expansion in passage retrieval. SIGIR 2006: 382-389 - [c78]Tat-Seng Chua, Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Sheng Tang, Yang Xiao, Ming Zhao, Sheng Gao, Xinglei Zhu, Lekha Chaisorn, Qibin Sun:
TRECVID 2006 by NUS-I2R. TRECVID 2006 - 2005
- [j22]Shiren Ye, Tat-Seng Chua, Jeremy R. Kei:
Clustering web pages about persons and organizations. Web Intell. Agent Syst. 3(4): 203-216 (2005) - [c77]Shih-Fu Chang, R. Manmatha, Tat-Seng Chua:
Combining text and audio-visual features in video indexing. ICASSP (5) 2005: 1005-1008 - [c76]Huaxin Xu, Tat-Hoe Fong, Tat-Seng Chua:
Fusion of Multiple Asynchronous Information Sources for Event Detection in Soccer Video. ICME 2005: 1242-1245 - [c75]Yelizaveta Marchenko, Tat-Seng Chua, Irina Aristarkhova:
Analysis and Retrieval of Paintings Using Artistic Color Concepts. ICME 2005: 1246-1249 - [c74]Young-tae Kim, Tat-Seng Chua:
Retrieval of News Video Using Video Sequence Matching. MMM 2005: 68-75 - [c73]Rui Shi, Wanjun Jin, Tat-Seng Chua:
A Novel Approach to Auto Image Annotation Based on Pairwise Constrained Clustering and Semi-Naïve Bayesian Model. MMM 2005: 322-327 - [c72]Hang Cui, Min-Yen Kan, Tat-Seng Chua:
Generic soft pattern models for definitional question answering. SIGIR 2005: 384-391 - [c71]Hang Cui, Renxu Sun, Keya Li, Min-Yen Kan, Tat-Seng Chua:
Question answering passage retrieval using dependency relations. SIGIR 2005: 400-407 - [c70]Renxu Sun, Hang Cui, Keya Li, Min-Yen Kan, Tat-Seng Chua:
Dependency relation matching for answer selection. SIGIR 2005: 651-652 - [c69]Renxu Sun, Jing Jiang, Yee Fan Tan, Hang Cui, Tat-Seng Chua, Min-Yen Kan:
Using Syntactic and Semantic Relation Analysis in Question Answering. TREC 2005 - [c68]Tat-Seng Chua, Shi-Yong Neo, Hai-Kiat Goh, Ming Zhao, Yang Xiao, Gang Wang:
TRECVID 2005 by NUS PRIS. TRECVID 2005 - [e4]Wee Kheng Leow, Michael S. Lew, Tat-Seng Chua, Wei-Ying Ma, Lekha Chaisorn, Erwin M. Bakker:
Image and Video Retrieval, 4th International Conference, CIVR 2005, Singapore, July 20-22, 2005, Proceedings. Lecture Notes in Computer Science 3568, Springer 2005, ISBN 3-540-27858-3 [contents] - [e3]HongJiang Zhang, Tat-Seng Chua, Ralf Steinmetz, Mohan S. Kankanhalli, Lynn Wilcox:
Proceedings of the 13th ACM International Conference on Multimedia, Singapore, November 6-11, 2005. ACM 2005, ISBN 1-59593-044-2 [contents] - 2004
- [j21]Jing Xiao, Tat-Seng Chua, Jimin Liu:
Global Rule Induction for Information Extraction. Int. J. Artif. Intell. Tools 13(4): 813-828 (2004) - [j20]Arnulfo P. Azcarraga, Teddy N. Yap Jr., Jonathan Tan, Tat-Seng Chua:
Evaluating Keyword Selection Methods for WEBSOM Text Archives. IEEE Trans. Knowl. Data Eng. 16(3): 380-383 (2004) - [c67]Rui Shi, HuaMin Feng, Tat-Seng Chua, Chin-Hui Lee:
An Adaptive Image Content Representation and Segmentation Approach to Automatic Image Annotation. CIVR 2004: 545-554 - [c66]Jing Xiao, Tat-Seng Chua, Hang Cui:
Cascading Use of Soft and Hard Matching Pattern Rules for Weakly Supervised Information Extraction. COLING 2004 - [c65]Hui Yang, Tat-Seng Chua:
Web-based List Question Answering. COLING 2004 - [c64]Yelizaveta Marchenko, Tat-Seng Chua, A. Irina, Ramesh C. Jain:
Representation and retrieval of paintings based on art history concepts. ICME 2004: 1023-1026 - [c63]Lekha Chaisorn, Tat-Seng Chua, Chin-Hui Lee, Qi Tian:
A hierarchical approach to story segmentation of large broadcast news video corpus. ICME 2004: 1095-1098 - [c62]Sheng Gao, Wen Wu, Chin-Hui Lee, Tat-Seng Chua:
A MFoM learning approach to robust multiclass multi-label text categorization. ICML 2004 - [c61]Long Qiu, Min-Yen Kan, Tat-Seng Chua:
A Public Reference Implementation of the RAP Anaphora Resolution Algorithm. LREC 2004 - [c60]Huaxin Xu, Tat-Seng Chua:
The fusion of audio-visual features and external knowledge for event detection in team sports video. Multimedia Information Retrieval 2004: 127-134 - [c59]Wanjun Jin, Rui Shi, Tat-Seng Chua:
A semi-naïve Bayesian method incorporating clustering with pair-wise constraints for auto image annotation. ACM Multimedia 2004: 336-339 - [c58]Tat-Seng Chua, Shih-Fu Chang, Lekha Chaisorn, Winston H. Hsu:
Story boundary detection in large broadcast news video archives: techniques, experience and trends. ACM Multimedia 2004: 656-659 - [c57]Susanne Boll, Dick C. A. Bulterman, Ramesh C. Jain, Tat-Seng Chua, Rainer Lienhart, Lynn Wilcox, Marc Davis, Svetha Venkatesh:
Between context-aware media capture and multimedia content analysis: where do we find the promised land? ACM Multimedia 2004: 868 - [c56]HuaMin Feng, Rui Shi, Tat-Seng Chua:
A bootstrapping framework for annotating and retrieving WWW images. ACM Multimedia 2004: 960-967 - [c55]HuaMin Feng, Tat-Seng Chua:
A Learning-based Approach for Annotating Large On-Line Image Collection. MMM 2004: 249- - [c54]Hui Yang, Tat-Seng Chua:
Effectiveness of web page classification on finding list answers. SIGIR 2004: 522-523 - [c53]Hang Cui, Keya Li, Renxu Sun, Tat-Seng Chua, Min-Yen Kan:
National University of Singapore at the TREC 13 Question Answering Main Task. TREC 2004 - [c52]Tat-Seng Chua, Shi-Yong Neo, Keya Li, Gang Wang, Rui Shi, Ming Zhao, Huaxin Xu:
TRECVID 2004 Search and Feature Extraction Task by NUS PRIS. TRECVID 2004 - [c51]Shiren Ye, Tat-Seng Chua:
Detecting and Partitioning Data Objects in Complex Web Pages. Web Intelligence 2004: 669-672 - [c50]Hang Cui, Min-Yen Kan, Tat-Seng Chua:
Unsupervised learning of soft patterns for generating definitions from online news. WWW 2004: 90-99 - [c49]Hui Yang, Tat-Seng Chua:
FADA: find all distinct answers. WWW (Alternate Track Papers & Posters) 2004: 304-305 - [i1]Long Qiu, Min-Yen Kan, Tat-Seng Chua:
A Public Reference Implementation of the RAP Anaphora Resolution Algorithm. CoRR cs.CL/0406031 (2004) - 2003
- [j19]Jihua Wang, Tat-Seng Chua:
A cinematic-based framework for scene boundary detection in video. Vis. Comput. 19(5): 329-341 (2003) - [j18]Lekha Chaisorn, Tat-Seng Chua, Chin-Hui Lee:
A Multi-Modal Approach to Story Segmentation for News Video. World Wide Web 6(2): 187-208 (2003) - [c48]Gang Wang, Tat-Seng Chua, Yongcheng Wang:
Extracting Key Semantic Terms from Chinese Speech Query for Web Searches. ACL 2003: 248-255 - [c47]Yunlong Zhao, Tat-Seng Chua:
Automatic Tracking of Face Sequences in MPEG Video. Computer Graphics International 2003: 170-175 - [c46]Kaicheng Zhang, Zhiyong Huang, Tat-Seng Chua:
A Framework to Customize a Face Model for Reusing Animation. Computer Graphics International 2003: 258-261 - [c45]Hui Yang, Tat-Seng Chua:
QUALIFIER: Question Answering by Lexical Fabric and External Resources. EACL 2003: 363-370 - [c44]Hang Cui, Ji-Rong Wen, Tat-Seng Chua:
Hierarchical Indexing and Flexible Element Retrieval for Structured Document. ECIR 2003: 73-87 - [c43]Tat-Seng Chua, HuaMin Feng, A. Chandrashekhara:
An unified framework for shot boundary detection via active learning. ICASSP (2) 2003: 845-848 - [c42]Yunlong Zhao, Mohan S. Kankanhalli, Tat-Seng Chua:
Fractional scaling of image and video in DCT domain. ICIP (1) 2003: 185-188 - [c41]Chong Luo, Tat-Seng Chua, Teck Khim Ng:
Face tracking in video with hybrid of Lucas-Kanade and condensation algorithm. ICME 2003: 293-296 - [c40]Jing Xiao, Tat-Seng Chua, Jimin Liu:
A Global Rule Induction Approach to Information Extraction. ICTAI 2003: 530-536 - [c39]HuaMin Feng, Tat-Seng Chua:
A bootstrapping approach to annotating large image collection. Multimedia Information Retrieval 2003: 55-62 - [c38]Ling-Yu Duan, Min Xu, Tat-Seng Chua, Qi Tian, Changsheng Xu:
A mid-level representation framework for semantic sports video analysis. ACM Multimedia 2003: 33-44 - [c37]Hui Yang, Lekha Chaisorn, Yunlong Zhao, Shi-Yong Neo, Tat-Seng Chua:
VideoQA: question answering on news video. ACM Multimedia 2003: 632-641 - [c36]HuaMin Feng, A. Chandrashekhara, Tat-Seng Chua:
ATMRA: An Automatic Temporal Multi-resolution Analysis Framework for Shot Boundary Detection. MMM 2003: 224- - [c35]Hui Yang, Tat-Seng Chua, Shuguang Wang, Chun-Keat Koh:
Structured use of external knowledge for event-based open domain question answering. SIGIR 2003: 33-40 - [c34]Sheng Gao, Wen Wu, Chin-Hui Lee, Tat-Seng Chua:
A maximal figure-of-merit learning approach to text categorization. SIGIR 2003: 174-181 - [c33]Hui Yang, Hang Cui, Mstislav Maslennikov, Long Qiu, Min-Yen Kan, Tat-Seng Chua:
QUALIFIER In TREC-12 QA Main Task. TREC 2003: 480-488 - [c32]Lekha Chaisorn, Tat-Seng Chua, Chun-Keat Koh, Yunlong Zhao, Huaxin Xu, Huamin Feng, Qi Tian:
A Two-Level Multi-Modal Approach for Story Segmentation of Large News Video Corpus. TRECVID 2003 - [c31]Shiren Ye, Tat-Seng Chua, Jeremy R. Kei:
Querying and Clustering Web Pages about Persons and Organizations. Web Intelligence 2003: 344-350 - [c30]Hui Yang, Tat-Seng Chua, Shuguang Wang:
Modeling Web Knowledge for Answering Event-based Questions. WWW (Posters) 2003 - 2002
- [j17]Tat-Seng Chua:
Complementary Content. IEEE Multim. 9(4): 82-83 (2002) - [j16]Arnulfo P. Azcarraga, Teddy N. Yap Jr., Tat-Seng Chua:
Comparing Keyword Extraction Techniques for WEBSOM Text Archives. Int. J. Artif. Intell. Tools 11(2): 219-232 (2002) - [j15]Ahmed Karmouch, Tat-Seng Chua:
Guest Editorial: Modeling Multimedia Information and Systems. Multim. Tools Appl. 16(1): 5-6 (2002) - [j14]Tat-Seng Chua, Liping Chen, Jihua Wang:
Stratification Approach to Modeling Video. Multim. Tools Appl. 16(1): 79-97 (2002) - [j13]Tat-Seng Chua, Yunlong Zhao, Mohan S. Kankanhalli:
Detection of human faces in a compressed domain for video stratification. Vis. Comput. 18(2): 121-133 (2002) - [c29]Tat-Seng Chua, Jimin Liu:
Learning Pattern Rules for Chinese Named Entity Extraction. AAAI/IAAI 2002: 411-418 - [c28]Jing Xiao, Jimin Liu, Tat-Seng Chua:
Extracting Pronunciation-translated Names from Chinese Texts using Bootstrapping Approach. SIGHAN@COLING 2002 - [c27]Shiren Ye, Tat-Seng Chua, Jimin Liu:
An Agent-based Approach to Chinese Named Entity Recognition. COLING 2002 - [c26]Arnulfo P. Azcarraga, Tat-Seng Chua, Jonathan Tan:
Retrieving News Stories from a News Integration Archive. ICADL 2002: 218-228 - [c25]Shiren Ye, Tat-Seng Chua, Jimin Liu, Jeremy R. Kei:
Grouping Web Pages about Persons and Organizations for Information Extraction. ICADL 2002: 241-251 - [c24]Lekha Chaisorn, Tat-Seng Chua, Chin-Hui Lee:
The segmentation of news video into story units. ICME (1) 2002: 73-76 - [c23]Sheng Gao, Jinsong Zhang, Satoshi Nakamura, Chin-Hui Lee, Tat-Seng Chua:
Weighted graph based decision tree optimization for high accuracy acoustic modeling. INTERSPEECH 2002: 1233-1236 - [c22]Jihua Wang, Tat-Seng Chua:
A framework for video scene boundary detection. ACM Multimedia 2002: 243-246 - [c21]A. Chandrashekhara, HuaMin Feng, Tat-Seng Chua:
Temporal Multi-Resolution Framework for Shot Boundary Detection and Keyframe Extraction. TREC 2002 - [c20]Hui Yang, Tat-Seng Chua:
The Integration of Lexical Knowledge and External Resources for Question Answering. TREC 2002 - [c19]Lekha Chaisorn, Tat-Seng Chua:
The Segmentation and Classification of Story Boundaries in News Video. VDB 2002: 95-109 - 2001
- [j12]Chi-Hung Chi, Yan-Hong Lin, Jing Deng, Xiang Li, Tat-Seng Chua:
Automatic proxy-based watermarking for WWW. Comput. Commun. 24(2): 144-154 (2001) - [j11]Tat-Seng Chua, Cheng Hian Goh, Beng Chin Ooi, Kian-Lee Tan:
A Replication Strategy for Reducing Wait Time in Video-On-Demand Systems. Multim. Tools Appl. 15(1): 39-58 (2001) - [c18]Jimin Liu, Tat-Seng Chua:
Building Semantic Perceptron Net for Topic Spotting. ACL 2001: 370-377 - [c17]Liping Chen, Tat-Seng Chua:
A Match and Tiling Approach to Content-based Video Retrieval. ICME 2001 - [e2]Horace Ho-Shing Ip, Nadia Magnenat-Thalmann, Rynson W. H. Lau, Tat-Seng Chua:
Computer Graphics International 2001 (CGI'01), July 3-6, 2001, Hong Kong, China, Proceedings. IEEE Computer Society 2001, ISBN 0-7695-1007-8 [contents] - 2000
- [j10]Mohan S. Kankanhalli, Tat-Seng Chua:
Video Modeling Using Strata-Based Annotation. IEEE Multim. 7(1): 68-74 (2000) - [j9]Wynne Hsu, Tat-Seng Chua, Hung Keng Pung:
Approximating Content-Based Object-Level Image Retrieval. Multim. Tools Appl. 12(1): 59-79 (2000) - [c16]Yi Zhang, Tat-Seng Chua:
Detection of text captions in compressed domain video. ACM Multimedia Workshops 2000: 201-204 - [c15]Yi Lin, Mohan S. Kankanhalli, Tat-Seng Chua:
Temporal multiresolution analysis for video segmentation. Storage and Retrieval for Media Databases 2000: 494-505
1990 – 1999
- 1999
- [c14]Tat-Seng Chua, Chun-Xin Chu, Mohan S. Kankanhalli:
Relevance Feedback Techniques for Image Retrieval Using Multiple Attributes. ICMCS, Vol. 1 1999: 890-894 - 1998
- [j8]Beng Chin Ooi, Kian-Lee Tan, Tat-Seng Chua, Wynne Hsu:
Fast Image Retrieval Using Color-Spatial Information. VLDB J. 7(2): 115-128 (1998) - [c13]Tat-Seng Chua, Chun-Xin Chu:
Color-Based Pseudo Object Model for Image Retrieval with Relevance Feedback. AMCP 1998: 145-160 - [c12]Chia Yeow Yee, Kian-Lee Tan, Tat-Seng Chua, Beng Chin Ooi:
An Empirical Study of Color-Spatial Retrieval Techniques for Large Image Databases. ICMCS 1998: 218-221 - [c11]Wai-Chee Low, Tat-Seng Chua:
Color-Based Relevance Feedback for Image Retrieval. IW-MMDBMS 1998: 116-123 - [c10]Tat-Seng Chua, Wai-Chee Low, Chun-Xin Chu:
Relevance Feedback Techniques for Color-based Image Retrieval. MMM 1998: 24-31 - 1997
- [c9]Kian-Lee Tan, Beng Chin Ooi, Tat-Seng Chua:
On Video-on-Demand sSrvers with Hierarchical Storage. DASFAA 1997: 491-500 - [c8]Tat-Seng Chua, Kian-Lee Tan, Beng Chin Ooi:
Fast Signature-Based Color-Spatial Image Retrieval. ICMCS 1997: 362-369 - 1996
- [c7]Tat-Seng Chua, Thiam-Beng Lim:
From Text Description to Animation Sequences. CA 1996: 175-183 - [c6]Tat-Seng Chua, Jiandong Li, Beng Chin Ooi, Kian-Lee Tan:
Disk Striping Strategies for Large Video-on-Demand Servers. ACM Multimedia 1996: 297-306 - [c5]Tat-Seng Chua, Kah-Choo Teo, Beng Chin Ooi, Kian-Lee Tan:
Using Domain Knowledge in Querying Image Databases. MMM 1996: 339-354 - 1995
- [j7]Tat-Seng Chua, Chui-Har Choo:
Automatic generation and refinement of hypertext links. New Rev. Hypermedia Multim. 1: 41-66 (1995) - [j6]Tat-Seng Chua, Li-Qun Ruan:
A Video Retrieval and Sequencing System. ACM Trans. Inf. Syst. 13(4): 373-407 (1995) - [c4]Wynne Hsu, Tat-Seng Chua, Hung Keng Pung:
An Integrated Color-Spatial Approach to Content-Based Image Retrieval. ACM Multimedia 1995: 305-313 - [p1]Tat-Seng Chua:
Automatic Task Generation and View Control for 3D Graphical Manual. Computer Graphics 1995: 411-420 - 1994
- [c3]Tat-Seng Chua, Hung Keng Pung, Guojun Lu, Hee-Sen Jong:
A Concept-Based Image Retrieval System. HICSS (3) 1994: 590-598 - [c2]Tat-Seng Chua, S.-K. Lim, Hung Keng Pung:
Content-Based Retrieval of Segmented Images. ACM Multimedia 1994: 211-218 - 1993
- [e1]Tat-Seng Chua, Tosiyasu L. Kunii:
1st International Conference on Multi-Media Modeling, MMM 1993, Singapore, November 9-12, 1993. World Scientific 1993, ISBN 981-02-1518-5 [contents] - 1992
- [j5]Rosanne Price, Tat-Seng Chua, Suliman Al-Hawamdeh:
Applying relevance feedback to a photo archival system. J. Inf. Sci. 18(3): 203-215 (1992) - 1991
- [j4]Tat-Seng Chua, Elaine Pui-Man Lai:
Supporting Composition in a Hypermedia Environment. Hypermedia 3(3): 207-238 (1991) - [j3]Luis Serra, Tat-Seng Chua, Wei-Shoong Teh:
A model for integrating multimedia information around 3D graphics hierarchies. Vis. Comput. 7(5&6): 326-343 (1991)
1980 – 1989
- 1989
- [c1]Toh-Tzu Koh, Peing Ling Loo, Tat-Seng Chua:
On the Design of a Frame-Based Hypermedia System. UK Hypertext 1989: 154-165 - 1987
- [j2]John McCallum, Tat-Seng Chua:
A Synthetic Instruction Mix for Evaluating Microprocessor Performance. IEEE Micro 7(3): 63-80 (1987) - 1984
- [j1]Tat-Seng Chua, John McCallum:
Using microcomputers in computer education. ACM SIGCSE Bull. 16(4): 25-33 (1984) - 1982
- [b1]Tat-Seng Chua:
Mathematical software for gas transmission networks. University of Leeds, UK, 1982
Coauthor Index
[c572] [c571] [i326] [i325] [i309] [i308] [i297] [c560] [c559] [c558] [c557] [c543] [c542] [c540] [c538] [c536] [c507] [c502] [c499] [i280] [i279] [i269] [i264] [i262] [i255] [i254] [i253] [i251] [i242] [i240] [i228] [i207] [j169] [c482] [c475] [c473] [c468] [c445] [i187] [i177] [i155] [i154] [i147] [i139] [c433] [c430] [i131] [i112] [i111]
[j209] [j207] [c574] [i301] [i300] [i294] [i293] [j201] [c565] [c561] [c551] [c530] [c529] [c514] [c503] [i288] [i281] [i252] [i244] [i238] [i225] [i208] [i202] [j170] [c492] [c490] [c488] [c487] [c486] [c484] [c483] [c472] [c464] [c460] [c459] [c456] [c453] [c452] [e18] [i193] [i192] [i189] [i185] [i184] [i183] [i182] [i181] [i180] [i172] [i169] [i165] [i164] [i163] [i161] [i158] [i151] [c419] [i117] [i108]
[i317] [i312] [i310] [i307] [i306] [i305] [j195] [j193] [j192] [j191] [c566] [c554] [c553] [c539] [c537] [c525] [c508] [c506] [c497] [i290] [i286] [i277] [i274] [i268] [i260] [i256] [i247] [i224] [i217] [j183] [j182] [j176] [c493] [c491] [c478] [c466] [c463] [c450] [c443] [i196] [i195] [i194] [i188] [i176] [i156] [i140] [c438] [c422] [c417] [c415] [c413] [c412] [i138] [i136] [i128] [i126] [i116] [i114] [i113] [j151] [j150] [c410] [c409] [c408] [c404] [c403] [c402] [c388] [c387] [c384] [c383] [c382] [i93] [i91] [i89] [i88] [i79] [j141] [c376] [c358] [c350] [c347] [i73] [i65] [i56] [i53] [j136] [c330] [c329] [c315] [c314] [i49] [i46] [c310] [c307] [c301] [c292] [c291] [i28] [i27] [i26] [i25] [c280] [c270]
[i318] [i306] [j202] [j196] [j193] [c533] [i289] [i260] [i226] [j183] [j176] [c450] [c444] [i195] [i194] [j158] [j157] [j156] [c438] [c437] [c428] [c427] [c425] [c412] [i136] [i135] [i134] [i128] [i124] [i120] [j155] [j151] [j150] [j148] [j147] [c409] [c403] [c402] [c389] [c384] [c383] [c382] [c381] [i99] [i98] [i91] [i88] [i81] [i80] [i79] [i76] [j145] [j144] [j142] [j141] [j140] [j139] [c378] [c363] [c358] [c357] [c356] [c352] [c351] [c348] [c347] [c346] [c345] [c344] [i74] [i73] [i72] [i67] [i66] [i65] [i62] [i61] [i56] [i53] [j136] [j135] [j134] [c342] [c335] [c330] [c329] [c328] [c324] [c321] [c319] [c315] [c314] [c313] [i50] [i49] [i47] [i46] [i43] [i35] [j130] [j129] [c310] [c309] [c308] [c305] [c304] [c303] [c299] [c297] [c295] [c294] [c293] [c292] [c291] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [j127] [j118] [c282] [c281] [c275] [c274] [c272] [c271] [c269] [c266] [i16] [i15] [i13] [i12] [i11] [i10] [c249] [c245] [c244]
[j180] [i199] [j140] [c346] [i74] [j133] [c321] [c307] [c303] [c300] [i23] [j126] [j120] [c285] [c270] [j112] [c255] [c254] [c252] [c234] [c219] [j79] [j77] [j65] [j59] [j56] [j54] [j53] [j49] [c191] [c187] [j42] [j40] [j39] [j38] [j37] [c166] [c159] [c158] [c157] [c154] [c152] [c151] [c150] [c148] [c140] [c133] [c132] [c130] [c129] [c125]
[c551] [c545] [c535] [c534] [c529] [c528] [c503] [c494] [c493] [c490] [c487] [c485] [c479] [c471] [c456] [c452] [e18] [i197] [i189] [i183] [i180] [i171] [i166] [i161] [i158] [i146] [i144] [j164] [c440] [c439] [c436] [c434] [c431] [c429] [c417] [i133] [i132] [i127] [i125] [i122] [i107] [i105] [i101] [c397] [c394] [c388] [i89] [i78] [i77]
[i325] [c558] [c557] [c543] [c542] [i269] [i264] [i255] [i254] [i253] [i228] [i215] [j173] [j169] [c482] [c473] [c468] [c445] [c441] [i187] [i177] [i139] [c437] [c433] [c430] [c422] [c416] [i137] [i134] [i131] [i130] [i121] [i116] [i112] [i111] [j155] [j153] [j147] [c411] [c408] [i100] [i99] [i93] [c366] [c363] [c361] [c348] [c346] [i74] [i66] [i62] [i54] [c332] [i45]
[j207] [c563] [c527] [c507] [i276] [i273] [i272] [i262] [i246] [j173] [c484] [c473] [c459] [i177] [i172] [i165] [j163] [j162] [j160] [c432] [c421] [c417] [i108] [j153] [c400] [c399] [c385] [c380] [i96] [i90] [c364] [c362] [c354] [i71] [i68] [c343] [c323] [c320] [c312] [i42] [i41] [i39] [j130] [c303] [c300] [c299] [i19] [c282] [c266] [i16] [i10]
Huan-Bo Luan
aka: Huanbo Luan
aka: Huanbo Luan
[c570] [i322] [j194] [j192] [j188] [j187] [c563] [c547] [c524] [c521] [c520] [c517] [c515] [c501] [c500] [c496] [i287] [i285] [i272] [i270] [i265] [i246] [i239] [i235] [i234] [i231] [i226] [i218] [i211] [c481] [c466] [c465] [c449] [i196] [i162] [i160] [i148] [i143] [i141] [j163] [j160] [j159] [c426] [i123] [j153] [c401] [c400] [i96] [i94] [i90] [c362] [i68] [c343] [c323] [c320] [c314] [i42] [i41] [i39] [c303] [c300] [i19]
[j206] [i324] [j194] [j190] [c556] [c555] [c552] [c509] [i283] [i282] [i271] [i261] [i260] [i243] [i233] [i209] [j174] [c464] [c449] [c448] [c447] [c446] [i191] [i186] [i163] [j158] [c415] [i126] [i102] [c392] [c382] [i86] [i81] [i80] [i79] [c356] [i65] [c321] [c307] [c302] [c297] [c295] [c292] [c291] [j127] [j126] [j124] [j119] [j118] [j116] [c286] [c282] [c280] [c277] [c274] [c272] [c270] [c269] [c268] [c266] [i15] [i14] [i10] [b2] [j114] [j102] [c265] [c258] [c251] [c249] [c248] [i3] [j100] [j96] [j95] [j92] [c239] [c236] [c235] [c234] [c231] [j86] [j83] [c216] [c213] [j75] [j65] [j52] [c196] [c195] [c191] [c171] [c166] [c144]
[j208] [i315] [j202] [i245] [i229] [i223] [j165] [c388] [i89] [c349] [c344] [i72] [i60] [c343] [c315] [c314] [i46] [i19] [j126] [j120] [c285] [j112] [j111] [j106] [j101] [c252] [j97] [j95] [c234] [j85] [j81] [c219] [j79] [j76] [j75] [j74] [j71] [j68] [j65] [j62] [j56] [j54] [j53] [j52] [j49] [c194] [c191] [c187] [p2] [j48] [j47] [j41] [j39] [c183] [c182] [c178] [c177] [c175] [c174] [c171] [c170] [c169] [j33] [c158] [c157] [c154]
[c573] [c569] [c568] [i324] [i323] [i319] [i314] [i312] [i310] [i307] [i306] [i305] [i304] [i295] [j192] [j190] [c566] [c556] [c555] [c554] [c552] [c541] [c539] [c525] [c508] [c506] [c505] [c503] [c497] [i286] [i284] [i283] [i282] [i277] [i274] [i271] [i268] [i260] [i259] [i256] [i243] [i233] [i224] [i219] [i217] [i216] [i213] [i210] [i209] [c491] [c480] [c478] [c463] [c450] [c448] [i196] [i195] [i194] [i191] [i176] [i156] [i145] [i140] [c415] [c412] [i126] [c404] [c402] [c383] [c382] [i91] [i79] [i65] [i56]
[i318] [i311] [i299] [j202] [j196] [j194] [j193] [j189] [j188] [c562] [c561] [c549] [c546] [c533] [c515] [c513] [c512] [c504] [c501] [i289] [i265] [i252] [i249] [i242] [i241] [i237] [i236] [i226] [j183] [j174] [j172] [j171] [c474] [c472] [c470] [c469] [c467] [c465] [c461] [c454] [c451] [c449] [c447] [c444] [c442] [i200] [i198] [i174] [i170] [i167] [i162] [i154] [i153] [i152] [i151] [i150] [i149] [i148] [i143] [i141] [j158] [c436] [c428] [c427] [c426] [c425] [c423] [c418] [c414] [i138] [i136] [i135] [i128] [i124] [i123] [i122] [i120] [i115] [i110] [i102] [c403] [c402] [c392] [c389] [c381] [i98] [i97] [i91] [i86] [i81] [i80] [i76] [j145] [j144] [c374] [c363] [c357] [c356] [c352] [c351] [c345] [c344] [i72] [i67] [i62] [i61] [j136] [c342] [c335] [c328] [c321] [c315] [c314] [c313] [i50] [i47] [i46] [c309] [c302] [c295] [c291] [i31] [i27] [i22] [j116] [c274] [c270] [i15] [c251] [c249]
[c574] [i293] [j201] [c531] [c514] [i258] [i244] [i238] [i208] [i202] [j180] [i199] [i168] [c435] [i118] [j95] [c237] [j87] [j80] [c221] [p4] [j78] [j73] [j72] [j71] [j70] [j69] [c208] [j64] [j59] [j54] [j53] [j51] [j50] [c194] [c191] [c190] [j42] [j40] [j39] [c181] [c179] [c176] [i2] [c160] [c158] [c157] [c155] [c154] [c150] [c144] [c136] [c133] [c131] [c129]
Zhengjun Zha
aka: Zheng-Jun Zha
aka: Zheng-Jun Zha
[i308] [j189] [c562] [c561] [c546] [c526] [c513] [c512] [c511] [c504] [c502] [c499] [i252] [i250] [i249] [i242] [i241] [i237] [i236] [i227] [i222] [i220] [i212] [j183] [c469] [c467] [c461] [c454] [c451] [c444] [c442] [i200] [i198] [i174] [i167] [i154] [i153] [i150] [i149] [i139] [c428] [c427] [c426] [c418] [i136] [i135] [i128] [i124] [i123] [i120] [i110] [c389] [i97] [c351] [i61]
[i300] [j193] [c552] [c551] [c535] [c531] [c514] [i271] [i258] [i244] [i202] [j176] [c491] [c453] [i166] [i161] [c438] [c409] [c383] [e13] [i88] [i73] [i56] [j138] [c322] [j130] [c305] [c297] [j124] [j121] [j120] [c287] [c286] [c285] [c284] [c281] [c278] [c272] [c266] [i17] [i16] [i13] [i12] [i10] [j112] [j106] [j101] [c264] [c261] [c260] [c255] [c254] [c252] [c251] [c247] [c246] [c245] [c244] [i3] [j94] [j91] [c240] [c233] [j87] [j80] [c225] [c221] [c220] [j76] [c208] [c194] [c190] [c189] [c188]
Yantao Zheng
aka: Yan-Tao Zheng
aka: Yan-Tao Zheng
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