PPaperPicks

Ruixuan Li

Huazhong University of Science and Technology, School of Computer Science and Technology, Wuhan, China

53 papers at tracked venues · 47 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7791-5511 ↗Homepage ↗

Venues

NeurIPS ×13ICML ×11AAAI ×4WWW ×4ACL ×3ACM MM ×3CVPR ×3ECAI ×3ICLR ×2ECCV ×1ECML-PKDD ×1ICCV ×1ICDE ×1IJCAI ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Yuhua Li
×29
Haozhao Wang
×28
Yixiong Zou
×20
Yichen Li
×12
Wei Liu
×9
Jun Wang
×7
Wenchao Xu
×7
Yining Qi
×7
Rui Zhang
×5
Shiwei Li
×5
Xing Tang
×5
Xiuqiang He
×5

Papers

  1. Data-Centric Sequential Recommendation with Relation-Augmented Generation
    AAAI 2026 ·
    Yichen Li
    ,
    Yichen Tan
    ,
    Yijing Shan
    ,
    Haozhao Wang
    ,
    Rui Zhang
    ,
    Imran Razzak
    , Ruixuan Li
  2. EchoMLLM: Incentivizing Echocardiographic Video Understanding with Keyframe Grounding and Report Generation
    ACL 2026 ·
    Heyu Huang
    ,
    Wanran Sun
    ,
    Chi Chen
    ,
    Bo Chen
    ,
    Zonghao Guo
    ,
    Yuhua Li
    , Ruixuan Li,
    Kunlun He
    ,
    Maosong Sun
  3. Language-Guided Game-Theoretic Fairness in Web-Enabled Energy Networks
    WWW 2026 ·
    Hao Wu
    ,
    Yuhua Li
    ,
    Yuntao Zou
    ,
    Qianqi Zhang
    , Ruixuan Li,
    Zeling Xu
    ,
    Wei Wang
  4. RoTE: Coarse-to-Fine Multi-Level Rotary Time Embedding for Sequential Recommendation
    SIGIR 2026 ·
    Haolin Zhang
    ,
    Longtao Xiao
    ,
    Guohao Cai
    , Ruixuan Li,
    Xiu Li
  5. UMPIRE: Unveiling LLM-generated Posts via Redundant Expressions
    ACL 2026 ·
    Xiaoquan Yi
    ,
    Haixing Wu
    ,
    Haozhao Wang
    ,
    Yichen Li
    ,
    Yuhua Li
    ,
    Rui Zhang
    , Ruixuan Li
  6. Unbiased Rectification for Sequential Recommender Systems Under Fake Orders
    AAAI 2026 ·
    Qiyu Qin
    ,
    Yichen Li
    ,
    Haozhao Wang
    ,
    Cheng Wang
    ,
    Rui Zhang
    , Ruixuan Li
  7. Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation
    ICML 2025 ·
    Jintao Tong
    ,
    Ran Ma
    ,
    Yixiong Zou
    ,
    Guangyao Chen
    ,
    Yuhua Li
    , Ruixuan Li
  8. Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets
    ICML 2025 ·
    Wei Liu
    ,
    Zhongyu Niu
    ,
    Lang Gao
    ,
    Zhiying Deng
    ,
    Jun Wang
    ,
    Haozhao Wang
    , Ruixuan Li
  9. BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach
    ICML 2025 ·
    Haozhao Wang
    ,
    Shengyu Wang
    ,
    Jiaming Li
    ,
    Hao Ren
    ,
    Xingshuo Han
    ,
    Wenchao Xu
    ,
    Shangwei Guo
    ,
    Tianwei Zhang
    , Ruixuan Li
  10. Beyond Higher Rank: Token-wise Input-Output Projections for Efficient Low-Rank Adaptation
    NeurIPS 2025 ·
    Shiwei Li
    ,
    Xiandi Luo
    ,
    Haozhao Wang
    ,
    Xing Tang
    ,
    Ziqiang Cui
    ,
    Dugang Liu
    ,
    Yuhua Li
    ,
    Xiuqiang He
    , Ruixuan Li
  11. Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics
    ICML 2025 ·
    Shiwei Li
    ,
    Xiandi Luo
    ,
    Xing Tang
    ,
    Haozhao Wang
    ,
    Hao Chen
    ,
    Weihong Luo
    ,
    Yuhua Li
    ,
    Xiuqiang He
    , Ruixuan Li
  12. Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization
    ICLR 2025 ·
    Wei Liu
    ,
    Zhiying Deng
    ,
    Zhongyu Niu
    ,
    Jun Wang
    ,
    Haozhao Wang
    ,
    Zhigang Zeng
    , Ruixuan Li
  13. ChatbotID: Identifying Chatbots with Granger Causality Test
    NeurIPS 2025 ·
    Xiaoquan Yi
    ,
    Haozhao Wang
    ,
    Yining Qi
    ,
    Wenchao Xu
    ,
    Rui Zhang
    ,
    Yuhua Li
    , Ruixuan Li
  14. Efficient Knowledge Transfer in Federated Recommendation for Joint Venture Ecosystem
    NeurIPS 2025 ·
    Yichen Li
    ,
    Yijing Shan
    ,
    Yi Liu
    ,
    Haozhao Wang
    ,
    Cheng Wang
    ,
    Wei Wang
    ,
    Yi Wang
    , Ruixuan Li
  15. Enhancing Privacy in Multimodal Federated Learning with Information Theory
    NeurIPS 2025 ·
    Tianzhe Xiao
    ,
    Yichen Li
    ,
    Yining Qi
    ,
    Yi Liu
    ,
    Wei Wang
    ,
    Haozhao Wang
    ,
    Yi Wang
    , Ruixuan Li
  16. Feature Distillation is the Better Choice for Model-Heterogeneous Federated Learning
    NeurIPS 2025 ·
    Yichen Li
    ,
    Xiuying Wang
    ,
    Wenchao Xu
    ,
    Haozhao Wang
    ,
    Yining Qi
    ,
    Jiahua Dong
    , Ruixuan Li
  17. FedRNL: Federated Rationalization with Soft Parameter Sharing
    ECML-PKDD 2025 ·
    Lingxiao Kong
    ,
    Jiahui Jiang
    ,
    Haozhao Wang
    ,
    Lei Wu
    , Ruixuan Li
  18. FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence
    ICML 2025 ·
    Yichen Li
    ,
    Yuying Wang
    ,
    Haozhao Wang
    ,
    Yining Qi
    ,
    Tianzhe Xiao
    , Ruixuan Li
  19. FlowCut: Rethinking Redundancy via Information Flow for Efficient Vision-Language Models
    NeurIPS 2025 ·
    Jintao Tong
    ,
    Wenwei Jin
    ,
    Pengda Qin
    ,
    Anqi Li
    ,
    Yixiong Zou
    ,
    Yuhong Li
    ,
    Yuhua Li
    , Ruixuan Li
  20. Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models
    ACL 2025 ·
    You Li
    ,
    Heyu Huang
    ,
    Chi Chen
    ,
    Kaiyu Huang
    ,
    Chao Huang
    ,
    Zonghao Guo
    ,
    Zhiyuan Liu
    ,
    Jinan Xu
    ,
    Yuhua Li
    , Ruixuan Li,
    Maosong Sun
  21. Personalized Federated Recommendation for Cold-Start Users via Adaptive Knowledge Fusion
    WWW 2025 ·
    Yichen Li
    ,
    Yijing Shan
    ,
    Yi Liu
    ,
    Haozhao Wang
    ,
    Wei Wang
    ,
    Yi Wang
    , Ruixuan Li
  22. Privacy-Friendly Cross-Domain Recommendation via Distilling User-irrelevant Information
    WWW 2025 ·
    Cheng Wang
    ,
    Wenchao Xu
    ,
    Haozhao Wang
    ,
    Wei Liu
    , Ruixuan Li
  23. Quantifying Distributional Invariance in Causal Subgraph for IRM-Free Graph Generalization
    NeurIPS 2025 ·
    Yang Qiu
    ,
    Yixiong Zou
    ,
    Jun Wang
    ,
    Wei Liu
    ,
    Xiangyu Fu
    , Ruixuan Li
  24. Random Registers for Cross-Domain Few-Shot Learning
    ICML 2025 ·
    Shuai Yi
    ,
    Yixiong Zou
    ,
    Yuhua Li
    , Ruixuan Li
  25. Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning
    AAAI 2025 ·
    Ran Ma
    ,
    Yixiong Zou
    ,
    Yuhua Li
    , Ruixuan Li
  26. Resource-Constrained Federated Continual Learning: What Does Matter?
    NeurIPS 2025 ·
    Yichen Li
    ,
    Yuying Wang
    ,
    Jiahua Dong
    ,
    Haozhao Wang
    ,
    Yining Qi
    ,
    Rui Zhang
    , Ruixuan Li
  27. Revisiting Continuity of Image Tokens for Cross-domain Few-shot Learning
    ICML 2025 ·
    Shuai Yi
    ,
    Yixiong Zou
    ,
    Yuhua Li
    , Ruixuan Li
  28. Revisiting Pool-Based Prompt Learning for Few-Shot Class-Incremental Learning
    ICCV 2025 ·
    Yongwei Jiang
    ,
    Yixiong Zou
    ,
    Yuhua Li
    , Ruixuan Li
  29. Self-Disentanglement and Re-Composition for Cross-Domain Few-Shot Segmentation
    ICML 2025 ·
    Jintao Tong
    ,
    Yixiong Zou
    ,
    Guangyao Chen
    ,
    Yuhua Li
    , Ruixuan Li
  30. The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation
    CVPR 2025 ·
    Yuhan Liu
    ,
    Yixiong Zou
    ,
    Yuhua Li
    , Ruixuan Li
  31. The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning
    ICML 2025 ·
    Shiwei Li
    ,
    Xiandi Luo
    ,
    Haozhao Wang
    ,
    Xing Tang
    ,
    Shijie Xu
    ,
    Weihong Luo
    ,
    Yuhua Li
    ,
    Xiuqiang He
    , Ruixuan Li
  32. A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning
    NeurIPS 2024 ·
    Yixiong Zou
    ,
    Shuai Yi
    ,
    Yuhua Li
    , Ruixuan Li
  33. Adversarial Attack for Explanation Robustness of Rationalization Models
    ECAI 2024 ·
    Yuankai Zhang
    ,
    Lingxiao Kong
    ,
    Haozhao Wang
    , Ruixuan Li,
    Jun Wang
    ,
    Yuhua Li
    ,
    Wei Liu
  34. Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning
    NeurIPS 2024 ·
    Yixiong Zou
    ,
    Ran Ma
    ,
    Yuhua Li
    , Ruixuan Li
  35. Breaking the Weak Semantics Bottleneck of Transformers in Time Series Forecasting
    ECAI 2024 ·
    Ziang Yang
    ,
    Biyu Zhou
    ,
    Xuehai Tang
    , Ruixuan Li,
    Songlin Hu
  36. Compositional Few-Shot Class-Incremental Learning
    ICML 2024 ·
    Yixiong Zou
    ,
    Shanghang Zhang
    ,
    Haichen Zhou
    ,
    Yuhua Li
    , Ruixuan Li
  37. Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling
    AAAI 2024 ·
    Jie Han
    ,
    Yixiong Zou
    ,
    Haozhao Wang
    ,
    Jun Wang
    ,
    Wei Liu
    ,
    Yao Wu
    ,
    Tao Zhang
    , Ruixuan Li
  38. Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning
    IJCAI 2024 ·
    Haichen Zhou
    ,
    Yixiong Zou
    , Ruixuan Li,
    Yuhua Li
    ,
    Kui Xiao
  39. Enhancing the Rationale-Input Alignment for Self-explaining Rationalization
    ICDE 2024 ·
    Wei Liu
    ,
    Haozhao Wang
    ,
    Jun Wang
    ,
    Zhiying Deng
    ,
    Yuankai Zhang
    ,
    Cheng Wang
    , Ruixuan Li
  40. FedBAT: Communication-Efficient Federated Learning via Learnable Binarization
    ICML 2024 ·
    Shiwei Li
    ,
    Wenchao Xu
    ,
    Haozhao Wang
    ,
    Xing Tang
    ,
    Yining Qi
    ,
    Shijie Xu
    ,
    Weihong Luo
    ,
    Yuhua Li
    ,
    Xiuqiang He
    , Ruixuan Li
  41. FedCDA: Federated Learning with Cross-rounds Divergence-aware Aggregation
    ICLR 2024 ·
    Haozhao Wang
    ,
    Haoran Xu
    ,
    Yichen Li
    ,
    Yuan Xu
    , Ruixuan Li,
    Tianwei Zhang
  42. FedNLR: Federated Learning with Neuron-wise Learning Rates
    SIGKDD 2024 ·
    Haozhao Wang
    ,
    Peirong Zheng
    ,
    Xingshuo Han
    ,
    Wenchao Xu
    , Ruixuan Li,
    Tianwei Zhang
  43. Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning
    CVPR 2024 ·
    Yixiong Zou
    ,
    Yicong Liu
    ,
    Yiman Hu
    ,
    Yuhua Li
    , Ruixuan Li
  44. Generate Universal Adversarial Perturbations for Few-Shot Learning
    NeurIPS 2024 ·
    Yiman Hu
    ,
    Yixiong Zou
    , Ruixuan Li,
    Yuhua Li
  45. Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization
    NeurIPS 2024 ·
    Wei Liu
    ,
    Zhiying Deng
    ,
    Zhongyu Niu
    ,
    Jun Wang
    ,
    Haozhao Wang
    ,
    YuanKai Zhang
    , Ruixuan Li
  46. Learning Unknowns from Unknowns: Diversified Negative Prototypes Generator for Few-shot Open-Set Recognition
    ACM MM 2024 ·
    Zhenyu Zhang
    ,
    Guangyao Chen
    ,
    Yixiong Zou
    ,
    Yuhua Li
    , Ruixuan Li
  47. Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation
    NeurIPS 2024 ·
    Jintao Tong
    ,
    Yixiong Zou
    ,
    Yuhua Li
    , Ruixuan Li
  48. MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning
    ACM MM 2024 ·
    Zhenyu Zhang
    ,
    Guangyao Chen
    ,
    Yixiong Zou
    ,
    Zhimeng Huang
    ,
    Yuhua Li
    , Ruixuan Li
  49. Masked Graph Autoencoder with Non-discrete Bandwidths
    WWW 2024 ·
    Ziwen Zhao
    ,
    Yuhua Li
    ,
    Yixiong Zou
    ,
    Jiliang Tang
    , Ruixuan Li
  50. Masked Random Noise for Communication-Efficient Federated Learning
    ACM MM 2024 ·
    Shiwei Li
    ,
    Yingyi Cheng
    ,
    Haozhao Wang
    ,
    Xing Tang
    ,
    Shijie Xu
    ,
    Weihong Luo
    ,
    Yuhua Li
    ,
    Dugang Liu
    ,
    Xiuqiang He
    , Ruixuan Li
  51. PAGE: Parametric Generative Explainer for Graph Neural Network
    ECAI 2024 ·
    Yang Qiu
    ,
    Wei Liu
    ,
    Jun Wang
    , Ruixuan Li
  52. Personalized Federated Domain-Incremental Learning Based on Adaptive Knowledge Matching
    ECCV 2024 ·
    Yichen Li
    ,
    Wenchao Xu
    ,
    Haozhao Wang
    ,
    Yining Qi
    ,
    Jingcai Guo
    , Ruixuan Li
  53. Towards Efficient Replay in Federated Incremental Learning
    CVPR 2024 ·
    Yichen Li
    ,
    Qunwei Li
    ,
    Haozhao Wang
    , Ruixuan Li,
    Wenliang Zhong
    ,
    Guannan Zhang