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Publication search results
found 537 matches
- 2024
- Songtao Liu
, Yang Li, Junchi Zhang:
Inter- and intra-hypergraph regularized nonnegative matrix factorization with hybrid constraints. Eng. Appl. Artif. Intell. 130: 107758 (2024) - Guolong Wang
, Xun Wu, Junchi Yan:
Progressive reinforcement learning for video summarization. Inf. Sci. 655: 119888 (2024) - Ying Zeng, Yushi Chen
, Xue Yang
, Qingyun Li
, Junchi Yan
:
ARS-DETR: Aspect Ratio-Sensitive Detection Transformer for Aerial Oriented Object Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - Tianqi Zhang
, Qitian Wu, Junchi Yan
, Yunan Zhao, Bing Han:
ScaleGCN: Efficient and Effective Graph Convolution via Channel-Wise Scale Transformation. IEEE Trans. Neural Networks Learn. Syst. 35(4): 4478-4490 (2024) - Danning Lao, Qi Liu, Jiazi Bu, Junchi Yan, Wei Shen:
ViTree: Single-Path Neural Tree for Step-Wise Interpretable Fine-Grained Visual Categorization. AAAI 2024: 2866-2873 - Liangliang Shi, Zhaoqi Shen, Junchi Yan:
Double-Bounded Optimal Transport for Advanced Clustering and Classification. AAAI 2024: 14982-14990 - Han Zhao, Xu Yang, Cheng Deng, Junchi Yan:
Dynamic Reactive Spiking Graph Neural Network. AAAI 2024: 16970-16978 - Ruizhe Zhong, Junjie Ye, Zhentao Tang, Shixiong Kai, Mingxuan Yuan, Jianye Hao, Junchi Yan:
PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling. AAAI 2024: 17087-17095 - Florian Hübler, Junchi Yang, Xiang Li, Niao He:
Parameter-Agnostic Optimization under Relaxed Smoothness. AISTATS 2024: 4861-4869 - Qitian Wu
, Fan Nie
, Chenxiao Yang
, Tianyi Bao
, Junchi Yan
:
Graph Out-of-Distribution Generalization via Causal Intervention. WWW 2024: 850-860 - Wujiang Xu
, Qitian Wu
, Runzhong Wang
, Mingming Ha
, Qiongxu Ma
, Linxun Chen
, Bing Han
, Junchi Yan
:
Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions. WWW 2024: 3173-3184 - Xijun Li, Fangzhou Zhu, Hui-Ling Zhen, Weilin Luo, Meng Lu, Yimin Huang, Zhenan Fan, Zirui Zhou, Yufei Kuang, Zhihai Wang, Zijie Geng, Yang Li, Haoyang Liu, Zhiwu An, Muming Yang, Jianshu Li, Jie Wang, Junchi Yan, Defeng Sun, Tao Zhong, Yong Zhang, Jia Zeng, Mingxuan Yuan, Jianye Hao, Jun Yao, Kun Mao:
Machine Learning Insides OptVerse AI Solver: Design Principles and Applications. CoRR abs/2401.05960 (2024) - Liangliang Shi, Zhaoqi Shen, Junchi Yan:
Double-Bounded Optimal Transport for Advanced Clustering and Classification. CoRR abs/2401.11418 (2024) - Ruizhe Zhong, Xingbo Du, Shixiong Kai, Zhentao Tang, Siyuan Xu, Hui-Ling Zhen, Jianye Hao, Qiang Xu, Mingxuan Yuan, Junchi Yan:
LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation. CoRR abs/2401.12224 (2024) - Zeyu Xi, Ge Shi, Lifang Wu, Xuefen Li, Junchi Yan, Liang Wang, Zilin Liu:
Knowledge Graph Supported Benchmark and Video Captioning for Basketball. CoRR abs/2401.13888 (2024) - Shaofeng Zhang, Jinfa Huang, Qiang Zhou, Zhibin Wang, Fan Wang, Jiebo Luo, Junchi Yan:
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach. CoRR abs/2401.15652 (2024) - Danning Lao, Qi Liu, Jiazi Bu, Junchi Yan, Wei Shen:
ViTree: Single-path Neural Tree for Step-wise Interpretable Fine-grained Visual Categorization. CoRR abs/2401.17050 (2024) - Xiaoxing Wang, Jiaxing Li, Chao Xue, Wei Liu, Weifeng Liu, Xiaokang Yang, Junchi Yan, Dacheng Tao:
Poisson Process for Bayesian Optimization. CoRR abs/2402.02687 (2024) - Zhanpeng Zhou, Zijun Chen, Yilan Chen, Bo Zhang, Junchi Yan:
Cross-Task Linearity Emerges in the Pretraining-Finetuning Paradigm. CoRR abs/2402.03660 (2024) - Fangyu Ding, Haiyang Wang, Zhixuan Chu, Tianming Li, Zhaoping Hu, Junchi Yan:
GSINA: Improving Subgraph Extraction for Graph Invariant Learning via Graph Sinkhorn Attention. CoRR abs/2402.07191 (2024) - Qitian Wu, Fan Nie, Chenxiao Yang, Tianyi Bao, Junchi Yan:
Graph Out-of-Distribution Generalization via Causal Intervention. CoRR abs/2402.11494 (2024) - Renqiu Xia, Bo Zhang, Hancheng Ye, Xiangchao Yan, Qi Liu, Hongbin Zhou, Zijun Chen, Min Dou, Botian Shi, Junchi Yan, Yu Qiao:
ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning. CoRR abs/2402.12185 (2024) - Xudong Lu, Qi Liu, Yuhui Xu, Aojun Zhou, Siyuan Huang, Bo Zhang, Junchi Yan, Hongsheng Li:
Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models. CoRR abs/2402.14800 (2024) - Qifeng Li, Xiaosong Jia, Shaobo Wang, Junchi Yan:
Think2Drive: Efficient Reinforcement Learning by Thinking in Latent World Model for Quasi-Realistic Autonomous Driving (in CARLA-v2). CoRR abs/2402.16720 (2024) - Shen Cai, Zhanhao Wu, Lingxi Guo, Jiachun Wang, Siyu Zhang, Junchi Yan, Shuhan Shen:
Fast and Interpretable 2D Homography Decomposition: Similarity-Kernel-Similarity and Affine-Core-Affine Transformations. CoRR abs/2402.18008 (2024) - Zi-Kai Xiao, Guo-Ye Yang, Xue Yang, Tai-Jiang Mu, Junchi Yan, Shi-Min Hu:
Theoretically Achieving Continuous Representation of Oriented Bounding Boxes. CoRR abs/2402.18975 (2024) - Ruizhe Zhong, Junjie Ye, Zhentao Tang, Shixiong Kai, Mingxuan Yuan, Jianye Hao, Junchi Yan:
PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling. CoRR abs/2403.00012 (2024) - Han Lu, Siyu Sun, Yichen Xie, Liqing Zhang, Xiaokang Yang, Junchi Yan:
Rethinking Classifier Re-Training in Long-Tailed Recognition: A Simple Logits Retargeting Approach. CoRR abs/2403.00250 (2024) - Han Lu, Xiaosong Jia, Yichen Xie, Wenlong Liao, Xiaokang Yang, Junchi Yan:
ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous Driving. CoRR abs/2403.02877 (2024) - Qibing Ren, Chang Gao, Jing Shao, Junchi Yan, Xin Tan, Yu Qiao, Wai Lam, Lizhuang Ma:
Exploring Safety Generalization Challenges of Large Language Models via Code. CoRR abs/2403.07865 (2024)
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