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2020 – today
- 2025
[j29]Tianqianjin Lin
, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Kun Kuang, Changlong Sun, Cui Huang, Xiaozhong Liu:
Unraveling and Mitigating Endogenous Task-oriented Spurious Correlations in Ego-graphs via Automated Counterfactual Contrastive Learning. Expert Syst. Appl. 266: 126015 (2025)- [j28]Yongqiang Ma, Lizhi Qing, Yangyang Kang, Jiawei Liu, Yue Zhang, Qikai Cheng, Wei Lu, Xiaozhong Liu:
Refinement and Revision in Academic Writing: Integrating Multi-source Knowledge and LLMs with Delta Feedback. Expert Syst. Appl. 277: 127226 (2025) - [j27]Tianqianjin Lin, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Xurui Li, Hongsong Li, Jiawei Liu, Changlong Sun, Cui Huang, Xiaozhong Liu:
Preserving high-order ego-centric topological patterns in node representation in heterogeneous graph. Knowl. Based Syst. 311: 113067 (2025) - [c148]Rujing Yao, Yang Wu, Chenghao Wang, Jingwei Xiong, Fang Wang, Xiaozhong Liu:
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning. NAACL (Long Papers) 2025: 5630-5642 - [c147]Param Kulkarni, Yingchi Liu, Hao-Ming Fu, Shaohua Yang, Isuru Gunasekara, Matt Peloquin, Noah Spitzer-Williams, Xiaotian Zhou, Xiaozhong Liu, Zhengping Ji, Yasser Ibrahim:
Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach. WWW (Companion Volume) 2025: 2859-2862 - [c146]Rujing Yao, Yiquan Wu, Tong Zhang, Xuhui Zhang, Yuting Huang, Yang Wu, Jiayin Yang, Changlong Sun, Fang Wang, Xiaozhong Liu:
Intelligent Legal Assistant: An Interactive Clarification System for Legal Question Answering. WWW (Companion Volume) 2025: 2935-2938 - [i70]Zhuo Chen, Yuyang Gong, Miaokun Chen, Haotan Liu, Qikai Cheng, Fan Zhang, Wei Lu, Xiaozhong Liu, Jiawei Liu:
FlipedRAG: Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models. CoRR abs/2501.02968 (2025) - [i69]Yiqing Zhang, Xiaozhong Liu, Fabricio Murai:
MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction. CoRR abs/2501.06823 (2025) - [i68]Yuyang Gong, Zhuo Chen, Miaokun Chen, Fengchang Yu, Wei Lu, Xiaofeng Wang, Xiaozhong Liu, Jiawei Liu:
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models. CoRR abs/2502.01386 (2025) - [i67]Zhuoren Jiang, Xiaozhong Liu, Yangyang Kang, Changlong Sun, Yong-Yeol Ahn, Johan Bollen:
Social inequality and cultural factors impact the awareness and reaction during the cryptic transmission period of pandemic. CoRR abs/2502.05622 (2025) - [i66]Param Kulkarni, Yingchi Liu, Hao-Ming Fu, Shaohua Yang, Isuru Gunasekara, Matt Peloquin, Noah Spitzer-Williams, Xiaotian Zhou, Xiaozhong Liu, Zhengping Ji, Yasser Ibrahim:
Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach. CoRR abs/2502.07677 (2025) - [i65]Rujing Yao, Yiquan Wu, Tong Zhang, Xuhui Zhang, Yuting Huang, Yang Wu, Jiayin Yang, Changlong Sun, Fang Wang, Xiaozhong Liu:
Intelligent Legal Assistant: An Interactive Clarification System for Legal Question Answering. CoRR abs/2502.07904 (2025) - [i64]Rujing Yao, Yang Wu, Chenghao Wang, Jingwei Xiong, Fang Wang, Xiaozhong Liu:
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning. CoRR abs/2502.07912 (2025) - [i63]Kai Zhang, Rui Zhu, Shutian Ma, Jingwei Xiong, Yejin Kim, Fabricio Murai, Xiaozhong Liu:
KEDRec-LM: A Knowledge-distilled Explainable Drug Recommendation Large Language Model. CoRR abs/2502.20350 (2025) - [i62]Yuting Huang, Meitong Guo, Yiquan Wu, Ang Li, Xiaozhong Liu, Keting Yin, Changlong Sun, Fei Wu, Kun Kuang:
AppealCase: A Dataset and Benchmark for Civil Case Appeal Scenarios. CoRR abs/2505.16514 (2025) - [i61]Yiqing Zhang, Xiaozhong Liu, Fabricio Murai:
CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs. CoRR abs/2505.18527 (2025) - [i60]Weikang Yuan, Kaisong Song, Zhuoren Jiang, Junjie Cao, Yujie Zhang, Jun Lin, Kun Kuang, Ji Zhang, Xiaozhong Liu:
LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation. CoRR abs/2505.19667 (2025) - 2024
- [j26]Tianqianjin Lin, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Weikang Yuan, Xurui Li, Changlong Sun, Cui Huang, Xiaozhong Liu:
Towards human-like perception: Learning structural causal model in heterogeneous graph. Inf. Process. Manag. 61(2): 103600 (2024) - [c145]Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu:
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery. AAAI 2024: 9223-9231 - [c144]Yongqiang Ma, Lizhi Qing, Jiawei Liu, Yangyang Kang, Yue Zhang, Wei Lu, Xiaozhong Liu, Qikai Cheng:
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications. ACL (Findings) 2024: 2127-2137 - [c143]Yang Wu, Chenghao Wang, Ece Gumusel, Xiaozhong Liu:
Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning. ACL (Findings) 2024: 15542-15555 - [c142]Zi Xiong, Lizhi Qing, Yangyang Kang, Jiawei Liu, Hongsong Li, Changlong Sun, Xiaozhong Liu, Wei Lu:
Enhance Robustness of Language Models against Variation Attack through Graph Integration. LREC/COLING 2024: 5866-5877 - [c141]Kai Zhang, Pengcheng Li, Kaisong Song, Xurui Li, Yangyang Kang, Xuhong Zhang, Xiaozhong Liu:
Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance. LREC/COLING 2024: 9865-9877 - [c140]Xurui Li, Kaisong Song, Tianqianjin Lin, Yangyang Kang, Fubang Zhao, Changlong Sun, Xiaozhong Liu:
PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification. LREC/COLING 2024: 12668-12678 - [c139]Weikang Yuan, Junjie Cao, Zhuoren Jiang, Yangyang Kang, Jun Lin, Kaisong Song, Tianqianjin Lin, Pengwei Yan, Changlong Sun, Xiaozhong Liu:
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration. EMNLP (Findings) 2024: 7577-7597 - [c138]Yuehan Zhang, Yongqiang Ma, Jiawei Liu, Xiaozhong Liu, XiaoFeng Wang, Wei Lu:
Detection Vs. Anti-detection: Is Text Generated by AI Detectable? iConference (1) 2024: 209-222 - [c137]Pengwei Yan, Guo Yu, Zhuoren Jiang, Tianqianjin Lin, Weikang Yuan, Xiaozhong Liu:
Detecting the Rumor Patterns Integrating Features of User, Content, and the Spreading Structure. iConference (2) 2024: 254-267 - [c136]Kai Zhang, Yangyang Kang, Fubang Zhao, Xiaozhong Liu:
LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination. NAACL-HLT 2024: 2386-2398 - [c135]Heng Huang, Yunhan Bai, Hongwei Liang, Xiaozhong Liu:
IR Embedding Fairness Inspection via Contrastive Learning and Human-AI Collaborative Intelligence. PKDD (4) 2024: 142-153 - [c134]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 - [c133]Pengwei Yan, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu:
Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction. SIGIR 2024: 2522-2526 - [c132]Zilong Lin, Zhengyi Li, Xiaojing Liao, XiaoFeng Wang, Xiaozhong Liu:
MAWSEO: Adversarial Wiki Search Poisoning for Illicit Online Promotion. SP 2024: 388-406 - [i59]Kai Zhang, Lizhi Qing, Yangyang Kang, Xiaozhong Liu:
Personalized LLM Response Generation with Parameterized Memory Injection. CoRR abs/2404.03565 (2024) - [i58]Yongqiang Ma, Lizhi Qing, Jiawei Liu, Yangyang Kang, Yue Zhang, Wei Lu, Xiaozhong Liu, Qikai Cheng:
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications. CoRR abs/2404.07108 (2024) - [i57]Zi Xiong, Lizhi Qing, Yangyang Kang, Jiawei Liu, Hongsong Li, Changlong Sun, Xiaozhong Liu, Wei Lu:
Enhance Robustness of Language Models Against Variation Attack through Graph Integration. CoRR abs/2404.12014 (2024) - [i56]Yang Wu, Chenghao Wang, Ece Gumusel, Xiaozhong Liu:
Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning. CoRR abs/2406.03600 (2024) - [i55]Zhuo Chen, Jiawei Liu, Haotan Liu, Qikai Cheng, Fan Zhang, Wei Lu, Xiaozhong Liu:
Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models. CoRR abs/2407.13757 (2024) - [i54]Jinhong Yu, Yi Chen, Di Tang, Xiaozhong Liu, XiaoFeng Wang, Chen Wu, Haixu Tang:
LLM-Enhanced Software Patch Localization. CoRR abs/2409.06816 (2024) - [i53]Yuehan Zhang, Peizhuo Lv, Yinpeng Liu, Yongqiang Ma, Wei Lu, Xiaofeng Wang, Xiaozhong Liu, Jiawei Liu:
PersonaMark: Personalized LLM watermarking for model protection and user attribution. CoRR abs/2409.09739 (2024) - [i52]Weikang Yuan, Junjie Cao, Zhuoren Jiang, Yangyang Kang, Jun Lin, Kaisong Song, Tianqianjin Lin, Pengwei Yan, Changlong Sun, Xiaozhong Liu:
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration. CoRR abs/2410.02507 (2024) - [i51]Kai Zhang, Liqian Peng, Congchao Wang, Alec Go, Xiaozhong Liu:
LLM Cascade with Multi-Objective Optimal Consideration. CoRR abs/2410.08014 (2024) - [i50]Kaisong Song, Yangyang Kang, Jiawei Liu, Xurui Li, Changlong Sun, Xiaozhong Liu:
A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis. CoRR abs/2410.09556 (2024) - [i49]Tianqianjin Lin, Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Jun Lin, Weikang Yuan, Junjie Cao, Changlong Sun, Xiaozhong Liu:
LangGFM: A Large Language Model Alone Can be a Powerful Graph Foundation Model. CoRR abs/2410.14961 (2024) - [i48]Haining Wang, Jason A. Clark, Hannah McKelvey, Leila Sterman, Zheng Gao, Zuoyu Tian, Sandra Kübler, Xiaozhong Liu:
Science Out of Its Ivory Tower: Improving Accessibility with Reinforcement Learning. CoRR abs/2410.17088 (2024) - [i47]Yang Wu, Huayi Zhang, Yizheng Jiao, Lin Ma, Xiaozhong Liu, Jinhong Yu, Dongyu Zhang, Dezhi Yu, Wei Xu:
ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning. CoRR abs/2412.00631 (2024) - 2023
- [j25]Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Huaiyuan Ying, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu:
Biomedical Question Answering: A Survey of Approaches and Challenges. ACM Comput. Surv. 55(2): 35:1-35:36 (2023) - [j24]Yunxue Cui, Yongzhen Wang, Xiaozhong Liu, Xianwen Wang, Xuhong Zhang:
Multidimensional scholarly citations: Characterizing and understanding scholars' citation behaviors. J. Assoc. Inf. Sci. Technol. 74(1): 115-127 (2023) - [c131]Feng Yao, Jingyuan Zhang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Yun Liu, Weixing Shen:
Unsupervised Legal Evidence Retrieval via Contrastive Learning with Approximate Aggregated Positive. AAAI 2023: 4783-4791 - [c130]Kaisong Song, Yangyang Kang, Jiawei Liu, Xurui Li, Changlong Sun, Xiaozhong Liu:
A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis. AAAI 2023: 13582-13590 - [c129]Yang Wu, Xurui Li, Xuhong Zhang, Yangyang Kang, Changlong Sun, Xiaozhong Liu:
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction. CIKM 2023: 2747-2756 - [c128]Kaihang Pan, Juncheng Li, Hongye Song, Jun Lin, Xiaozhong Liu, Siliang Tang:
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization. EMNLP (Findings) 2023: 1059-1077 - [c127]Xiangnan Chen, Qian Xiao, Juncheng Li, Duo Dong, Jun Lin, Xiaozhong Liu, Siliang Tang:
Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document. EMNLP (Findings) 2023: 1587-1598 - [c126]Zirui Shao, Feiyu Gao, Zhongda Qi, Hangdi Xing, Jiajun Bu, Zhi Yu, Qi Zheng, Xiaozhong Liu:
GEM: Gestalt Enhanced Markup Language Model for Web Understanding via Render Tree. EMNLP 2023: 6132-6145 - [c125]Kai Zhang, Kaisong Song, Yangyang Kang, Xiaozhong Liu:
Content- and Topology-Aware Representation Learning for Scientific Multi-Literature. EMNLP 2023: 7490-7502 - [c124]Xurui Li, Yue Qin, Rui Zhu, Tianqianjin Lin, Yongming Fan, Yangyang Kang, Kaisong Song, Fubang Zhao, Changlong Sun, Haixu Tang, Xiaozhong Liu:
STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion. EMNLP 2023: 9304-9315 - [c123]Yiquan Wu, Siying Zhou, Yifei Liu, Weiming Lu, Xiaozhong Liu, Yating Zhang, Changlong Sun, Fei Wu, Kun Kuang:
Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration. EMNLP 2023: 12060-12075 - [c122]Vincent Quirante Malic, Anamika Kumari, Xiaozhong Liu:
Racial Skew in Fine-Tuned Legal AI Language Models. ICDM (Workshops) 2023: 245-252 - [c121]Jacob Striebel, Rebecca Myers, Xiaozhong Liu:
Career-Based Explainable Course Recommendation. iConference (2) 2023: 371-382 - [c120]Yi Chen, Di Tang, Yepeng Yao, Mingming Zha, XiaoFeng Wang, Xiaozhong Liu, Haixu Tang, Baoxu Liu:
Sherlock on Specs: Building LTE Conformance Tests through Automated Reasoning. USENIX Security Symposium 2023: 3529-3545 - [i46]Kaihang Pan, Juncheng Li, Hongye Song, Jun Lin, Xiaozhong Liu, Siliang Tang:
Meta-augmented Prompt Tuning for Better Few-shot Learning. CoRR abs/2303.12314 (2023) - [i45]Yexiang Wang, Yating Zhang, Xiaozhong Liu, Changlong Sun:
Multidimensional Perceptron for Efficient and Explainable Long Text Classification. CoRR abs/2304.01638 (2023) - [i44]Zilong Lin, Zhengyi Li, Xiaojing Liao, XiaoFeng Wang, Xiaozhong Liu:
MAWSEO: Adversarial Wiki Search Poisoning for Illicit Online Promotion. CoRR abs/2304.11300 (2023) - [i43]Xiangnan Chen, Juncheng Li, Duo Dong, Qian Xiao, Jun Lin, Xiaozhong Liu, Siliang Tang:
Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document. CoRR abs/2305.13850 (2023) - [i42]Kaihang Pan, Juncheng Li, Hongye Song, Hao Fei, Wei Ji, Shuo Zhang, Jun Lin, Xiaozhong Liu, Siliang Tang:
ControlRetriever: Harnessing the Power of Instructions for Controllable Retrieval. CoRR abs/2308.10025 (2023) - [i41]Yang Wu, Xurui Li, Xuhong Zhang, Yangyang Kang, Changlong Sun, Xiaozhong Liu:
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction. CoRR abs/2309.03386 (2023) - [i40]Kai Zhang, Fubang Zhao, Yangyang Kang, Xiaozhong Liu:
Memory-Augmented LLM Personalization with Short- and Long-Term Memory Coordination. CoRR abs/2309.11696 (2023) - [i39]Xiaotian Zhou, Qian Wang, Xiaofeng Wang, Haixu Tang, Xiaozhong Liu:
Large Language Model Soft Ideologization via AI-Self-Consciousness. CoRR abs/2309.16167 (2023) - [i38]Yiquan Wu, Siying Zhou, Yifei Liu, Weiming Lu, Xiaozhong Liu, Yating Zhang, Changlong Sun, Fei Wu, Kun Kuang:
Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration. CoRR abs/2310.09241 (2023) - [i37]Tianqianjin Lin, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Weikang Yuan, Xurui Li, Changlong Sun, Cui Huang, Xiaozhong Liu:
Towards Human-like Perception: Learning Structural Causal Model in Heterogeneous Graph. CoRR abs/2312.05757 (2023) - [i36]Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu:
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery. CoRR abs/2312.11927 (2023) - 2022
- [j23]Yongzhen Wang, Jun Lin, Sheng Bi, Changlong Sun, Luo Si, Xiaozhong Liu:
Adaptive multi-task positive-unlabeled learning for joint prediction of multiple chronic diseases using online shopping behaviors. Expert Syst. Appl. 191: 116232 (2022) - [j22]Yougang Lyu, Zihan Wang, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Yujun Li, Hongsong Li, Hongye Song:
Improving legal judgment prediction through reinforced criminal element extraction. Inf. Process. Manag. 59(1): 102780 (2022) - [j21]Chaoguang Huo, Shutian Ma, Xiaozhong Liu:
Hotness prediction of scientific topics based on a bibliographic knowledge graph. Inf. Process. Manag. 59(4): 102980 (2022) - [j20]Changzhen Ji, Yating Zhang, Xiaozhong Liu, Adam Jatowt, Sourav S. Bhowmick, Changlong Sun, Conghui Zhu, Tiejun Zhao:
Toward automatic support for leading court debates: a novel task proposal & effective approach of judicial question generation. Neural Comput. Appl. 34(19): 16367-16385 (2022) - [c119]Patricia L. Mabry, Brian C. Martinson, Thomas W. Valente, Xiaozhong Liu:
Exploiting Interdisciplinary Research Design for Temporally Complex Big Data: Discussion of a Case-Study Using on Heterogenous Bibliographic Big Data. ASIST 2022: 579-582 - [c118]Xurui Li, Kaiyuan Liu, Rui Zhu, Yangyang Kang, Changlong Sun, Kaisong Song, Xiaozhong Liu:
Hierarchical Multi-task Learning for Enterprise Risk Detection from Financial Documents. IEEE Big Data 2022: 3505-3508 - [c117]Yingchi Liu, Quanzhi Li, Xiaozhong Liu:
Rating Patent by Exploiting Semantic and Novelty Information. IEEE Big Data 2022: 3517-3523 - [c116]Jiawei Liu, Yangyang Kang, Di Tang, Kaisong Song, Changlong Sun, Xiaofeng Wang, Wei Lu, Xiaozhong Liu:
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models. CCS 2022: 2025-2039 - [c115]Hui Yu, Xiaozhong Liu, Yuanzeng Zhan, Shu Gan, Xiaoyuan Deng, Xingkun Wang, Xiaojuan Zhu:
Research on Surface Debris Flow Sensitivity Evaluation Based on RS and GIS. DMI 2022: 600-612 - [c114]Zheng Gao, Chun Guo, Shutian Ma, Xiaozhong Liu:
Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-Type Usefulness Distribution. iConference (2) 2022: 68-78 - [c113]Ece Gumusel, Vincent Quirante Malic, Devan Ray Donaldson, Kevin D. Ashley, Xiaozhong Liu:
An Annotation Schema for the Detection of Social Bias in Legal Text Corpora. iConference (1) 2022: 185-194 - [c112]Jiannan Guo, Yangyang Kang, Yu Duan, Xiaozhong Liu, Siliang Tang, Wenqiao Zhang, Kun Kuang, Changlong Sun, Fei Wu:
Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. KDD 2022: 2935-2945 - [c111]Yi Chen, Di Tang, Yepeng Yao, Mingming Zha, XiaoFeng Wang, Xiaozhong Liu, Haixu Tang, Dongfang Zhao:
Seeing the Forest for the Trees: Understanding Security Hazards in the 3GPP Ecosystem through Intelligent Analysis on Change Requests. USENIX Security Symposium 2022: 17-34 - [i35]Jiannan Guo, Yangyang Kang, Yu Duan, Xiaozhong Liu, Siliang Tang, Wenqiao Zhang, Kun Kuang, Changlong Sun, Fei Wu:
Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. CoRR abs/2206.03288 (2022) - [i34]Jiawei Liu, Yangyang Kang, Di Tang, Kaisong Song, Changlong Sun, Xiaofeng Wang, Wei Lu, Xiaozhong Liu:
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models. CoRR abs/2209.06506 (2022) - 2021
- [j19]Kequan Li, Yan Chen, Hongsong Li, Xiangwei Mu, Xuhong Zhang, Xiaozhong Liu:
DeepRecipes: Exploring Massive Online Recipes and Recovering Food Ingredient Amounts. IEEE Access 9: 67859-67873 (2021) - [j18]Zaixing Wang, Xiaozhong Liu, Huayi Peng, Lijun Zheng, Jinhui Gao, Yufan Bao:
Railway Insulator Detection Based on Adaptive Cascaded Convolutional Neural Network. IEEE Access 9: 115676-115686 (2021) - [j17]Yongzhen Wang, Xiaozhong Liu, Yingnan Ju, Katy Börner, Jun Lin, Changlong Sun, Luo Si:
Chinese E-Romance: Analyzing and Visualizing 7.92 Million Alibaba Valentine's Day Purchases. Data Inf. Manag. 5(4): 363-371 (2021) - [j16]Yongzhen Wang, Kaisong Song, Lidong Bing, Xiaozhong Liu:
Harvest shopping advice: Neural Question Generation from multiple information sources in E-commerce. Neurocomputing 433: 252-262 (2021) - [j15]Shutian Ma, Heng Zhang, Chengzhi Zhang, Xiaozhong Liu:
Chronological citation recommendation with time preference. Scientometrics 126(4): 2991-3010 (2021) - [c110]Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu:
Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. AAAI 2021: 5841-5849 - [c109]Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. AAAI 2021: 14665-14673 - [c108]Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. AAAI 2021: 14674-14682 - [c107]Kaisong Song, Yangyang Kang, Wei Gao, Zhe Gao, Changlong Sun, Xiaozhong Liu:
Evidence Aware Neural Pornographic Text Identification for Child Protection. AAAI 2021: 14939-14947 - [c106]Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu:
Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. ACL/IJCNLP (Findings) 2021: 3075-3087 - [c105]Xiyan Fu, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Changlong Sun, Zhenglu Yang:
RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy. ACL/IJCNLP (1) 2021: 6042-6051 - [c104]Changzhen Ji, Yating Zhang, Xiaozhong Liu, Adam Jatowt, Changlong Sun, Conghui Zhu, Tiejun Zhao:
A Neural Conversation Generation Model via Equivalent Shared Memory Investigation. CIKM 2021: 771-781 - [c103]Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu:
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. EMNLP (1) 2021: 9731-9741 - [c102]Luyao Ma, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Wei Ye, Changlong Sun, Shikun Zhang:
Legal Judgment Prediction with Multi-Stage Case Representation Learning in the Real Court Setting. SIGIR 2021: 993-1002 - [c101]Zihan Wang, Hongye Song, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Hongsong Li, Maarten de Rijke:
Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network. SIGIR 2021: 1003-1012 - [c100]Yi Chen, Yepeng Yao, XiaoFeng Wang, Dandan Xu, Chang Yue, Xiaozhong Liu, Kai Chen, Haixu Tang, Baoxu Liu:
Bookworm Game: Automatic Discovery of LTE Vulnerabilities Through Documentation Analysis. SP 2021: 1197-1214 - [d1]Yongzhen Wang, Xiaozhong Liu, Katy Börner, Jun Lin, Yingnan Ju, Changlong Sun, Luo Si:
Leveraging online shopping behaviors as a proxy for personal lifestyle choices: New insights into chronic disease prevention literacy. Zenodo, 2021
- [i33]Shutian Ma, Heng Zhang, Chengzhi Zhang, Xiaozhong Liu:
Chronological Citation Recommendation with Time Preference. CoRR abs/2101.07609 (2021) - [i32]Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu:
Biomedical Question Answering: A Comprehensive Review. CoRR abs/2102.05281 (2021) - [i31]Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao, Zhi Tang:
Community-based Cyberreading for Information Understanding. CoRR abs/2103.14934 (2021) - [i30]Yongzhen Wang, Xiaozhong Liu, Katy Börner, Jun Lin, Yingnan Ju, Changlong Sun, Luo Si:
Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy. CoRR abs/2104.14281 (2021) - [i29]Zheng Gao, Chun Guo, Xiaozhong Liu:
Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-type Usefulness Distribution. CoRR abs/2105.00627 (2021) - [i28]Zihan Wang, Hongye Song, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Hongsong Li, Maarten de Rijke:
Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network. CoRR abs/2105.06083 (2021) - [i27]Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu:
Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. CoRR abs/2106.01559 (2021) - [i26]Luyao Ma, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Wei Ye, Changlong Sun, Shikun Zhang:
Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting. CoRR abs/2107.05192 (2021) - [i25]Changzhen Ji, Yating Zhang, Xiaozhong Liu, Adam Jatowt, Changlong Sun, Conghui Zhu, Tiejun Zhao:
A Neural Conversation Generation Model via Equivalent Shared Memory Investigation. CoRR abs/2108.09164 (2021) - [i24]Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu:
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. CoRR abs/2109.08412 (2021) - [i23]Leilei Gan, Yating Zhang, Kun Kuang, Lin Yuan, Shuo Li, Changlong Sun, Xiaozhong Liu, Fei Wu:
Dialogue Inspectional Summarization with Factual Inconsistency Awareness. CoRR abs/2111.03284 (2021) - 2020
- [j14]Han Jia, Chun Guo, Xiaozhong Liu:
Smartphone and Tablet Application (App) Life Cycle Characterization via Apple App Store Rank. Data Inf. Manag. 4(1): 44-67 (2020) - [j13]Xiaozhong Liu, Daqing He, Dan Wu:
Breaking Social Media Bubbles for Information Globalization: A Cross-Cultural and Cross-Language User-Centered Sense-Making Approach. Data Inf. Manag. 4(4): 297-305 (2020) - [j12]Shutian Ma, Chengzhi Zhang, Xiaozhong Liu:
A review of citation recommendation: from textual content to enriched context. Scientometrics 122(3): 1445-1472 (2020) - [c99]Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan:
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce. AAAI 2020: 8212-8219 - [c98]Jiancheng Wang, Jingjing Wang, Changlong Sun, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou:
Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning. AAAI 2020: 9177-9184 - [c97]Tianyi Wang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Qiong Zhang:
Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning. AAAI 2020: 9217-9224 - [c96]Changlong Sun, Yating Zhang, Qiong Zhang, Xiaozhong Liu:
Legal Artificial Intelligence - Have You Lost a Piece from Jigsaw Puzzle? AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) 2020 - [c95]Zhuoren Jiang, Zhe Gao, Yu Duan, Yangyang Kang, Changlong Sun, Qiong Zhang, Xiaozhong Liu:
Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning. ACL 2020: 3080-3085 - [c94]Kequan Li, Zhuoren Jiang, Haijiao Wang, Xiaozhong Liu:
Healthy diet recommendation via Food-Nutrition-Recipe Graph mining. ASIST 2020 - [c93]Li Zhang, Xiaoran Yan, Patricia L. Mabry, Brian C. Martinson, Thomas W. Valente, Wei Lu, Xiaozhong Liu:
Initial bibliometric investigation of NIH mentored K to R transition. ASIST 2020 - [c92]Guoqing Zhu, Naga Anjaneyulu Kopalle, Yongzhen Wang, Xiaozhong Liu, Kemi Jona, Katy Börner:
Community-based data integration of course and job data in support of personalized career-education recommendations. ASIST 2020 - [c91]Zheng Gao, Lujun Zhao, Heng Huang, Hongsong Li, Changlong Sun, Luo Si, Xiaozhong Liu:
Behavior Based Dynamic Summarization on Product Aspects via Reinforcement Neighbour Selection. ECAI 2020: 2022-2029 - [c90]Yiquan Wu, Kun Kuang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Jun Xiao, Yueting Zhuang, Luo Si, Fei Wu:
De-Biased Court's View Generation with Causality. EMNLP (1) 2020: 763-780 - [c89]Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang:
Predicting Clinical Trial Results by Implicit Evidence Integration. EMNLP (1) 2020: 1461-1477 - [c88]Changzhen Ji, Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Conghui Zhu, Tiejun Zhao:
Cross Copy Network for Dialogue Generation. EMNLP (1) 2020: 1900-1910 - [c87]Weisheng Zhang, Kaisong Song, Yangyang Kang, Zhongqing Wang, Changlong Sun, Xiaozhong Liu, Shoushan Li, Min Zhang, Luo Si:
Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue. EMNLP (Findings) 2020: 1981-1990 - [c86]Jinsong Zhang, Chun Guo, Xiaozhong Liu:
Characterize and Evaluate Scientific Domain and Domain Context Knowledge Map. JCDL 2020: 187-196 - [c85]Guoxiu He, Yunhan Yang, Zhuoren Jiang, Yangyang Kang, Xiaozhong Liu, Wei Lu:
Implicit Products in the Decentralized eCommerce Ecosystems. JCDL 2020: 451-452 - [c84]Xiaozhong Liu, Wei Lu, Jian Qin, Edie Rasmussen:
Overview of the JCDL 2020 Doctoral Consortium. JCDL 2020: 587 - [c83]Yongzhen Wang, Jian Wang, Heng Huang, Hongsong Li, Xiaozhong Liu:
Evolutionary Product Description Generation: A Dynamic Fine-Tuning Approach Leveraging User Click Behavior. SIGIR 2020: 119-128 - [c82]Zheng Gao, Hongsong Li, Zhuoren Jiang, Xiaozhong Liu:
Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning. SIGIR 2020: 139-148 - [c81]Guoxiu He, Yangyang Kang, Zhuoren Jiang, Jiawei Liu, Changlong Sun, Xiaozhong Liu, Wei Lu:
Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention. SIGIR 2020: 279-288 - [c80]Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu:
Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise. SIGIR 2020: 2297-2306 - [c79]Haojie Pan, Rongqin Yang, Xin Zhou, Rui Wang, Deng Cai, Xiaozhong Liu:
Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment. SIGIR 2020: 2337-2346 - [c78]Changlong Sun, Yating Zhang, Xiaozhong Liu, Fei Wu:
Legal Intelligence: Algorithmic, Data, and Social Challenges. SIGIR 2020: 2464-2467 - [c77]Qiao Jin, Chuanqi Tan, Mosha Chen, Ming Yan, Songfang Huang, Ningyu Zhang, Xiaozhong Liu:
Aliababa DAMO Academy at TREC Precision Medicine 2020: State-of-the-art Evidence Retriever for Precision Medicine with Expert-in-the-loop Active Learning. TREC 2020 - [c76]Zhuoren Jiang, Zheng Gao, Jinjiong Lan, Hongxia Yang, Yao Lu, Xiaozhong Liu:
Task-Oriented Genetic Activation for Large-Scale Complex Heterogeneous Graph Embedding. WWW 2020: 1581-1591 - [i22]Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu:
Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model. CoRR abs/2001.00572 (2020) - [i21]Yongzhen Wang, Xiaozhong Liu, Yingnan Ju, Katy Börner, Jun Lin, Changlong Sun, Luo Si:
Romance in China: Mining and Visualizing 10 Million Alibaba Valentine Purchases. CoRR abs/2002.03060 (2020) - [i20]Tianyi Wang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Qiong Zhang:
Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning. CoRR abs/2003.04994 (2020) - [i19]Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan:
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce. CoRR abs/2005.08188 (2020) - [i18]Guoqing Zhu, Naga Anjaneyulu Kopalle, Yongzhen Wang, Xiaozhong Liu, Kemi Jona, Katy Börner:
Community-Based Data Integration of Course and Job Data in Support of Personalized Career-Education Recommendations. CoRR abs/2006.13864 (2020) - [i17]Zheng Gao, Hongsong Li, Zhuoren Jiang, Xiaozhong Liu:
Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning. CoRR abs/2009.02637 (2020) - [i16]Zheng Gao, Chun Guo, Xiaozhong Liu:
Efficient Personalized Community Detection via Genetic Evolution. CoRR abs/2009.02657 (2020) - [i15]Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang:
Predicting Clinical Trial Results by Implicit Evidence Integration. CoRR abs/2010.05639 (2020) - [i14]Changzhen Ji, Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Conghui Zhu, Tiejun Zhao:
Cross Copy Network for Dialogue Generation. CoRR abs/2010.11539 (2020) - [i13]Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. CoRR abs/2012.07300 (2020) - [i12]Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. CoRR abs/2012.07311 (2020) - [i11]Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu:
Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. CoRR abs/2012.07610 (2020)
2010 – 2019
- 2019
- [j11]Zheng Gao, Gang Fu, Chunping Ouyang, Satoshi Tsutsui, Xiaozhong Liu, Jeremy J. Yang, Christopher Gessner, Brian Foote, David J. Wild, Ying Ding, Qi Yu:
edge2vec: Representation learning using edge semantics for biomedical knowledge discovery. BMC Bioinform. 20(1): 306:1-306:15 (2019) - [c75]Jingjing Wang, Changlong Sun, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou:
Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network. ACL (1) 2019: 3548-3557 - [c74]Zhuoren Jiang, Jian Wang, Lujun Zhao, Changlong Sun, Yao Lu, Xiaozhong Liu:
Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning. CIKM 2019: 289-298 - [c73]Xinyu Duan, Yating Zhang, Lin Yuan, Xin Zhou, Xiaozhong Liu, Tianyi Wang, Ruocheng Wang, Qiong Zhang, Changlong Sun, Fei Wu:
Legal Summarization for Multi-role Debate Dialogue via Controversy Focus Mining and Multi-task Learning. CIKM 2019: 1361-1370 - [c72]Yingchi Liu, Quanzhi Li, Xiaozhong Liu, Qiong Zhang, Luo Si:
Sexual Harassment Story Classification and Key Information Identification. CIKM 2019: 2385-2388 - [c71]Kaisong Song, Lidong Bing, Wei Gao, Jun Lin, Lujun Zhao, Jiancheng Wang, Changlong Sun, Xiaozhong Liu, Qi Zhang:
Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning. EMNLP/IJCNLP (1) 2019: 198-207 - [c70]Yingchi Liu, Quanzhi Li, Marika Cifor, Xiaozhong Liu, Qiong Zhang, Luo Si:
Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization. EMNLP/IJCNLP (1) 2019: 2328-2337 - [c69]Jingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou:
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning. EMNLP/IJCNLP (1) 2019: 5580-5589 - [c68]Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu:
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. EMNLP/IJCNLP (1) 2019: 6186-6195 - [c67]Zheng Gao, Chun Guo, Xiaozhong Liu:
Efficient personalized community detection via genetic evolution. GECCO 2019: 383-391 - [c66]Kaisong Song, Wei Gao, Lujun Zhao, Jun Lin, Changlong Sun, Xiaozhong Liu:
Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis. IJCAI 2019: 5197-5203 - [c65]Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Luo Si:
Legal Intelligence for E-commerce: Multi-task Learning by Leveraging Multiview Dispute Representation. SIGIR 2019: 315-324 - [c64]Guoxiu He, Yangyang Kang, Zhe Gao, Zhuoren Jiang, Changlong Sun, Xiaozhong Liu, Wei Lu, Qiong Zhang, Luo Si:
Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model. SIGIR 2019: 365-374 - [c63]Yongzhen Wang, Heng Huang, Yuliang Yan, Xiaozhong Liu:
Quality-Sensitive Training! Social Advertisement Generation by Leveraging User Click Behavior. WWW 2019: 2045-2055 - [c62]Lujun Zhao, Kaisong Song, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Review Response Generation in E-Commerce Platforms with External Product Information. WWW 2019: 2425-2435 - [c61]Heng Huang, Xiaozhong Liu, Yuliang Yan:
Domain-aware Neural Model for Sequence Labeling using Joint Learning. WWW 2019: 2837-2843 - [i10]Yongzhen Wang, Xiaozhong Liu, Zheng Gao:
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism. CoRR abs/1901.09492 (2019) - [i9]Zheng Gao, Lin Guo, Chi Ma, Xiao Ma, Kai Sun, Hang Xiang, Xiaoqiang Zhu, Hongsong Li, Xiaozhong Liu:
AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data. CoRR abs/1907.06582 (2019) - [i8]Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu:
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. CoRR abs/1908.11561 (2019) - [i7]Zhuoren Jiang, Jian Wang, Lujun Zhao, Changlong Sun, Yao Lu, Xiaozhong Liu:
Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning. CoRR abs/1908.11610 (2019) - [i6]Jingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou:
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning. CoRR abs/1910.09260 (2019) - [i5]Yingchi Liu, Quanzhi Li, Marika Cifor, Xiaozhong Liu, Qiong Zhang, Luo Si:
Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization. CoRR abs/1911.00547 (2019) - 2018
- [c60]Chenwei Zhang, Ruibin Wei, Xiaozhong Liu:
Drugs and bitcoins: What role do bitcoins play in the darknet market? A preliminary study. ASIST 2018: 944-945 - [c59]Yingchi Liu, Quanzhi Li, Xiaozhong Liu, Luo Si:
Document Information Assisted Event Trigger Detection. IEEE BigData 2018: 5383-5385 - [c58]Zhuoren Jiang, Liangcai Gao, Ke Yuan, Zheng Gao, Zhi Tang, Xiaozhong Liu:
Mathematics Content Understanding for Cyberlearning via Formula Evolution Map. CIKM 2018: 37-46 - [c57]Lu Wang, Shoushan Li, Changlong Sun, Luo Si, Xiaozhong Liu, Min Zhang, Guodong Zhou:
One vs. Many QA Matching with both Word-level and Sentence-level Attention Network. COLING 2018: 2540-2550 - [c56]Yongzhen Wang, Xiaozhong Liu, Zheng Gao:
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism. EMNLP 2018: 1776-1786 - [c55]Chenlin Shen, Changlong Sun, Jingjing Wang, Yangyang Kang, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou:
Sentiment Classification towards Question-Answering with Hierarchical Matching Network. EMNLP 2018: 3654-3663 - [c54]Zhuoren Jiang, Yao Lu, Xiaozhong Liu:
Cross-language Citation Recommendation via Publication Content and Citation Representation Fusion. JCDL 2018: 347-348 - [c53]Zhuoren Jiang, Yue Yin, Liangcai Gao, Yao Lu, Xiaozhong Liu:
Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph. SIGIR 2018: 635-644 - [i4]Zheng Gao, Gang Fu, Chunping Ouyang, Satoshi Tsutsui, Xiaozhong Liu, Ying Ding:
edge2vec: Learning Node Representation Using Edge Semantics. CoRR abs/1809.02269 (2018) - [i3]Zhuoren Jiang, Yue Yin, Liangcai Gao, Yao Lu, Xiaozhong Liu:
Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph. CoRR abs/1812.11709 (2018) - [i2]Zhuoren Jiang, Liangcai Gao, Ke Yuan, Zheng Gao, Zhi Tang, Xiaozhong Liu:
Mathematics Content Understanding for Cyberlearning via Formula Evolution Map. CoRR abs/1812.11786 (2018) - 2017
- [c52]Xiaozhong Liu, Yingying Yu, Zhuoren Jiang, Chun Guo, Scott Jensen:
Personalized Navigation and Random Walk on a Complex Heterogeneous Graph. ICTIR 2017: 217-224 - [c51]Yang Zhang, Chenwei Zhang, Xiaozhong Liu:
Dynamic Scholarly Collaborator Recommendation via Competitive Multi-Agent Reinforcement Learning. RecSys 2017: 331-335 - 2016
- [j10]Zhuoren Jiang, Xiaozhong Liu, Yan Chen:
Recovering uncaptured citations in a scholarly network: A two-step citation analysis to estimate publication importance. J. Assoc. Inf. Sci. Technol. 67(7): 1722-1735 (2016) - [j9]Scott Jensen, Xiaozhong Liu, Yingying Yu, Stasa Milojevic:
Generation of topic evolution trees from heterogeneous bibliographic networks. J. Informetrics 10(2): 606-621 (2016) - [c50]Chun Guo, Xiaozhong Liu:
Dynamic feature generation and selection on heterogeneous graph for music recommendation. IEEE BigData 2016: 656-665 - [c49]Xiaozhong Liu, Xing Yu, Zheng Gao, Tian Xia, Johan Bollen:
Comparing Community-based Information Adoption and Diffusion Across Different Microblogging Sites. HT 2016: 103-112 - [c48]Xiaozhong Liu, Tian Xia, Yingying Yu, Chun Guo, Yizhou Sun:
Cross Social Media Recommendation. ICWSM 2016: 221-230 - [c47]Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao, Zhi Tang:
Community-based Cyberreading for Information Understanding. SIGIR 2016: 789-792 - 2015
- [c46]Chun Guo, Xiaozhong Liu:
Feature selection on heterogeneous graph. ASIST 2015: 1-4 - [c45]Scott Jensen, Yingying Yu, Hans B. Liu, Xiaozhong Liu:
Query-centric scientific topic evolution extraction. ASIST 2015: 1-4 - [c44]Xiaozhong Liu, Michelle M. Kazmer, Michael B. Twidale, Noriko Hara, Mega M. Subramaniam:
Education in the cyberlearning era: New challenges, opportunities, and applications. ASIST 2015: 1-3 - [c43]Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao:
Chronological Citation Recommendation with Information-Need Shifting. CIKM 2015: 1291-1300 - [c42]Yuehan Wang, Liangcai Gao, Simeng Wang, Zhi Tang, Xiaozhong Liu, Ke Yuan:
WikiMirs 3.0: A Hybrid MIR System Based on the Context, Structure and Importance of Formulae in a Document. JCDL 2015: 173-182 - [c41]Yingying Yu, Zhuoren Jiang, Xiaozhong Liu:
Random Walk and Feedback on Scholarly Network. GSB@SIGIR 2015: 33-37 - [c40]Xiaozhong Liu, Zhuoren Jiang, Liangcai Gao:
Scientific Information Understanding via Open Educational Resources (OER). SIGIR 2015: 645-654 - [c39]Chun Guo, Xiaozhong Liu:
Automatic Feature Generation on Heterogeneous Graph for Music Recommendation. SIGIR 2015: 807-810 - 2014
- [j8]Xiaozhong Liu, Jian Qin:
An interactive metadata model for structural, descriptive, and referential representation of scholarly output. J. Assoc. Inf. Sci. Technol. 65(5): 964-983 (2014) - [j7]Xiaozhong Liu, Chun Guo, Lin Zhang:
Scholar metadata and knowledge generation with human and artificial intelligence. J. Assoc. Inf. Sci. Technol. 65(6): 1187-1201 (2014) - [c38]Chun Guo, Yingying Yu, Azade Sanjari, Xiaozhong Liu:
Citation role labeling via local, pairwise, and global features. ASIST 2014: 1-10 - [c37]Joanna Landrum, Liangcai Gao, Zhuoren Jiang, Noriko Hara, Xiaozhong Liu:
Scaffolding of scientific publications with open educational resources (OER). ASIST 2014: 1-5 - [c36]Tian Xia, Miao Chen, Xiaozhong Liu:
Explicit semantic path mining via wikipedia knowledge tree. ASIST 2014: 1-4 - [c35]Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao:
Dynamic Topic/Citation Influence Modeling for Chronological Citation Recommendation. Web-KRM@CIKM 2014: 15-18 - [c34]Zhuoren Jiang, Miao Chen, Xiaozhong Liu:
Semantic Annotation with RescoredESA: Rescoring Concept Features Generated From Explicit Semantic Analysis. ESAIR 2014: 25-27 - [c33]Xiaozhong Liu, Yingying Yu, Chun Guo, Yizhou Sun:
Meta-Path-Based Ranking with Pseudo Relevance Feedback on Heterogeneous Graph for Citation Recommendation. CIKM 2014: 121-130 - [c32]Xiaozhong Liu, Miao Chen, Jian Qin:
Interlinking Cross Language Metadata Using Heterogeneous Graphs and Wikipedia. Dublin Core Conference 2014: 157-166 - [c31]Xin Shuai, Xiaozhong Liu, Tian Xia, Yuqing Wu, Chun Guo:
Comparing the pulses of categorical hot events in Twitter and Weibo. HT 2014: 126-135 - [c30]Xiaozhong Liu, Yingying Yu, Chun Guo, Yizhou Sun, Liangcai Gao:
Full-text based context-rich heterogeneous network mining approach for citation recommendation. JCDL 2014: 361-370 - [c29]Xiaoyan Lin, Liangcai Gao, Xuan Hu, Zhi Tang, Yingnan Xiao, Xiaozhong Liu:
A mathematics retrieval system for formulae in layout presentations. SIGIR 2014: 697-706 - [c28]Xiaozhong Liu, Liangcai Gao, Noriko Hara, Yizhou Sun:
Open educational resource based information understanding via pdf document interaction. WebSci 2014: 291-292 - 2013
- [j6]Xiaozhong Liu:
Generating metadata for cyberlearning resources through information retrieval and meta-search. J. Assoc. Inf. Sci. Technol. 64(4): 771-786 (2013) - [j5]Xiaozhong Liu, Howard R. Turtle:
Real-time user interest modeling for real-time ranking. J. Assoc. Inf. Sci. Technol. 64(8): 1557-1576 (2013) - [j4]Xiaozhong Liu, Han Jia:
Answering academic questions for education by recommending cyberlearning resources. J. Assoc. Inf. Sci. Technol. 64(8): 1707-1722 (2013) - [j3]Xiaozhong Liu, Jinsong Zhang, Chun Guo:
Full-text citation analysis: A new method to enhance scholarly networks. J. Assoc. Inf. Sci. Technol. 64(9): 1852-1863 (2013) - [j2]Ying Ding, Xiaozhong Liu, Chun Guo, Blaise Cronin:
The distribution of references across texts: Some implications for citation analysis. J. Informetrics 7(3): 583-592 (2013) - [j1]Lili Lin, Zhuoming Xu, Ying Ding, Xiaozhong Liu:
Finding topic-level experts in scholarly networks. Scientometrics 97(3): 797-819 (2013) - [c27]Eric Baucom, Azade Sanjari, Xiaozhong Liu, Miao Chen:
Mirroring the real world in social media: twitter, geolocation, and sentiment analysis. UnstructureNLP@CIKM 2013: 61-68 - [c26]Cornelia Caragea, C. Lee Giles, Lior Rokach, Xiaozhong Liu:
2013 international workshop on computational scientometrics: theory and applications. CIKM 2013: 2545-2546 - [c25]Xiaozhong Liu, Miao Chen, Ying Ding, Min Song:
Workshop summary for the 2013 international workshop on mining unstructured big data using natural language processing. CIKM 2013: 2547-2548 - [c24]Xin Shuai, Zhuoren Jiang, Xiaozhong Liu, Johan Bollen:
A comparative study of academic and Wikipedia ranking. JCDL 2013: 25-28 - [c23]Jinsong Zhang, Xiaozhong Liu:
Full-text and topic based authorrank and enhanced publication ranking. JCDL 2013: 393-394 - [c22]Zhuoren Jiang, Xiaozhong Liu:
Recovering missing citations in a scholarly network: a 2-step citation analysis to estimate publication importance. JCDL 2013: 419-420 - [e2]Cornelia Caragea, C. Lee Giles, Lior Rokach, Xiaozhong Liu:
Proceedings of the 2013 workshop on Computational scientometrics: theory & applications, CompSci@CIKM 2013, San Francisco, California, USA, October 28, 2013. ACM 2013, ISBN 978-1-4503-2414-4 [contents] - [e1]Xiaozhong Liu, Miao Chen, Ying Ding, Min Song:
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing, UnstructureNLP@CIKM 2013, San Francisco, California, USA, October 28, 2013. ACM 2013, ISBN 978-1-4503-2415-1 [contents] - 2012
- [c21]Jinsong Zhang, Chun Guo, Xiaozhong Liu:
Topic Based Author Ranking with Full-Text Citation Analysis. AIRS 2012: 477-485 - [c20]Chun Guo, Renuka Chinchankar, Xiaozhong Liu:
Knowledge retrieval for scientific literatures. ASIST 2012: 1-7 - [c19]Scott Jensen, Miao Chen, Xiaozhong Liu, Beth Plale, David Leake:
Mining classifications from social-ecological databases. ASIST 2012: 1-4 - [c18]Xiaozhong Liu, Jinsong Zhang, Chun Guo:
Full-text citation analysis: enhancing bibliometric and scientific publication ranking. CIKM 2012: 1975-1979 - [c17]Scott Jensen, Beth Plale, Xiaozhong Liu, Miao Chen, David B. Leake, Julie England:
Generalized representation and mapping for social-ecological data: Freeing data from the database. eScience 2012: 1-8 - [c16]Jinsong Zhang, Chun Guo, Xiaozhong Liu:
Characterize scientific domain and domain context. JCDL 2012: 359-360 - [c15]Xiaozhong Liu, Han Jia:
Scientific cyberlearning resources referential metadata creation via information retrieval. JCDL 2012: 403-404 - [c14]Le Zhao, Xiaozhong Liu, Jamie Callan:
WikiQuery - An Interactive Collaboration Interface for Creating, Storing and Sharing Effective CNF Queries. OSIR@SIGIR 2012: 1-8 - [c13]Xin Shuai, Xiaozhong Liu, Johan Bollen:
Improving news ranking by community tweets. WWW (Companion Volume) 2012: 1227-1232 - [i1]Xin Shuai, Xiaozhong Liu, Johan Bollen:
Improving News Ranking by Community Tweets. CoRR abs/1202.3185 (2012) - 2011
- [c12]S. Craig Finlay, Michael J. Cole, Vincent Malic, Carolyn Hank, Xiaozhong Liu, Chaoqun Ni, Cassidy R. Sugimoto:
Exploring connections of the biblioblogosphere. ASIST 2011: 1-4 - [c11]Xiaozhong Liu, Jian Qin, Miao Chen:
ScholarWiki system for knowledge indexing and retrieval. ASIST 2011: 1-4 - [c10]Miao Chen, Xiaozhong Liu:
Predicting popularity of online distributed applications: iTunes app store case analysis. iConference 2011: 661-663 - 2010
- [c9]Kevin Crowston, Xiaozhong Liu, Eileen Allen:
Machine learning and rule-based automated coding of qualitative data. ASIST 2010: 1-2 - [c8]Jian Qin, Miao Chen, Xiaozhong Liu, Andrea Kathleen Wiggins:
Linking Entities in Scientific Metadata. Dublin Core Conference 2010: 128-136
2000 – 2009
- 2009
- [c7]Xiaozhong Liu:
Comment centric news analysis for ranking. ASIST 2009: 1-8 - [c6]Xiaozhong Liu, Vadim von Brzeski:
Computational community interest for ranking. CIKM 2009: 245-254 - [c5]Jian Qin, Xiaozhong Liu, Xia Lin, Miao Chen:
Using Metadata for Query Refinement and Recommendation. Dublin Core Conference 2009: 15-20 - [c4]Xiaozhong Liu:
Using computational community interest as an indicator for ranking. SIGIR 2009: 851 - 2008
- [c3]Xiaozhong Liu, Jian Qin, Miao Chen, Ji-Hong Park:
Automatic semantic mapping between query terms and controlled vocabulary through using WordNet and Wikipedia. ASIST 2008: 1-10 - [c2]Miao Chen, Xiaozhong Liu, Jian Qin:
Semantic Relation Extraction from Socially-Generated Tags: A Methodology for Metadata Generation. Dublin Core Conference 2008: 117-127 - 2007
- [c1]Xiaozhong Liu, Robert I. Benjamin, Ping Zhang:
Re-examining IT Enabled Change with a New Model of the Information Field: The Tiger Creek Case. HICSS 2007: 248
Coauthor Index
[j29] [j27] [i67] [i60] [j26] [c145] [c139] [c137] [c133] [i52] [i49] [i37] [i36] [c110] [c109] [c108] [c106] [c103] [i31] [i27] [i24] [c95] [c94] [c85] [c82] [c81] [c80] [c76] [i22] [i17] [i13] [i12] [i11] [c74] [c68] [c64] [i8] [i7] [c58] [c54] [c53] [i3] [i2] [c52] [j10] [c47] [c43] [c41] [c40] [c37] [c35] [c34] [c24] [c22]
[j29] [j28] [j27] [i67] [j26] [c145] [c144] [c142] [c141] [c140] [c139] [c136] [c133] [i59] [i58] [i57] [i52] [i50] [i49] [c130] [c129] [c125] [c124] [i41] [i40] [i37] [i36] [c118] [c116] [c112] [i35] [i34] [c110] [c109] [c108] [c107] [c106] [c103] [i27] [i24] [c95] [c87] [c85] [c81] [c80] [i22] [i13] [i12] [i11] [c68] [c64] [i8] [c55]
[j29] [j27] [c146] [i67] [i65] [i62] [j26] [c145] [c142] [c140] [c139] [c133] [i57] [i52] [i50] [i49] [c131] [c130] [c129] [c124] [c123] [i45] [i41] [i38] [i37] [i36] [j23] [j20] [c118] [c116] [c112] [i35] [i34] [j17] [c110] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [c102] [d1] [i30] [i27] [i26] [i25] [i24] [i23] [c98] [c97] [c96] [c95] [c91] [c90] [c88] [c87] [c81] [c80] [c78] [i22] [i21] [i20] [i14] [i13] [i12] [i11] [c75] [c74] [c73] [c71] [c69] [c68] [c66] [c65] [c64] [c62] [i8] [i7] [i6] [c57] [c55]
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