PPaperPicks

Changsheng Xu

50 papers at tracked venues · 46 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8343-9665 ↗Homepage ↗

Venues

ACM MM ×15AAAI ×8ICML ×6NeurIPS ×5CVPR ×4ECCV ×3ICCV ×3ICLR ×2WWW ×2IJCAI ×1SIGIR ×1

Frequent coauthors

Shengsheng Qian
×10
Fan Qi
×10
Xiaoshan Yang
×8
Junyu Gao
×7
Weiming Dong
×7
Yaowei Wang
×6
Dizhan Xue
×5
Zhenyu Yang
×5
Feifei Zhang
×4
Bing-Kun Bao
×4
Huaiwen Zhang
×4
Hantao Yao
×4

Papers

  1. Duplex Rewards Optimization for Test-Time Composed Image Retrieval
    AAAI 2026 ·
    Haoliang Zhou
    ,
    Feifei Zhang
    , Changsheng Xu
  2. I2CD: An Invertible Causal Framework for Compositional Zero-Shot Learning via Disentangle-Compose-Disentangle
    AAAI 2026 ·
    Zhaoquan Yuan
    ,
    Zining Wang
    ,
    Yuankang Pan
    ,
    Ao Luo
    ,
    Wei Li
    ,
    Xiao Wu
    , Changsheng Xu
  3. Multi-modal Bipartite Graph Structure Learning with Information Bottleneck for Micro-video Recommendation
    WWW 2026 ·
    Ying He
    ,
    Desheng Cai
    ,
    Shengsheng Qian
    ,
    Quan Fang
    ,
    Yinwei Wei
    , Changsheng Xu
  4. SoMe: A Realistic Benchmark for LLM-based Social Media Agents
    AAAI 2026 ·
    Dizhan Xue
    ,
    Jing Cui
    ,
    Shengsheng Qian
    ,
    Chuanrui Hu
    , Changsheng Xu
  5. A Large-Scale Dataset for Short-Video Topic Peak Prediction and a Large Heterogeneous Graph Model
    ACM MM 2025 ·
    Shangheng Chen
    ,
    Shengsheng Qian
    ,
    Quan Fang
    ,
    Jun Hu
    , Changsheng Xu
  6. Building Embodied EvoAgent: A Brain-inspired Paradigm for Bridging Multimodal Large Models and World Models
    ACM MM 2025 ·
    Junyu Gao
    ,
    Xuan Yao
    ,
    Yong Rui
    , Changsheng Xu
  7. Customized Condition Controllable Generation for Video Soundtrack
    CVPR 2025 ·
    Fan Qi
    ,
    Kunsheng Ma
    , Changsheng Xu
  8. DMC3: Dual-Modal Counterfactual Contrastive Construction for Egocentric Video Question Answering
    ACM MM 2025 ·
    Jiayi Zou
    ,
    Chaofan Chen
    ,
    Bing-Kun Bao
    , Changsheng Xu
  9. EgoPrompt: Prompt Learning for Egocentric Action Recognition
    ACM MM 2025 ·
    Huaihai Lyu
    ,
    Chaofan Chen
    ,
    Yuheng Ji
    , Changsheng Xu
  10. Evidential Knowledge Distillation
    ICCV 2025 ·
    Liangyu Xiang
    ,
    Junyu Gao
    , Changsheng Xu
  11. FORGET ME: Federated Unlearning for Face Generation Models
    ACM MM 2025 ·
    Fan Qi
    ,
    Ao Liu
    ,
    Zixin Zhang
    , Changsheng Xu
  12. Fine-tuning Bias Neurons for Fair Text-to-Image Generation
    ACM MM 2025 ·
    Fan Qi
    ,
    Zhan Wang
    , Changsheng Xu,
    Huaiwen Zhang
  13. Granular Music Attribute Transformation with Proximal Policy Optimization Adapters for Diffusion Model
    ACM MM 2025 ·
    Kunsheng Ma
    ,
    Fan Qi
    , Changsheng Xu
  14. Graph Prompts: Adapting Video Graph for Video Question Answering
    IJCAI 2025 ·
    Yiming Li
    ,
    Xiaoshan Yang
    ,
    Bing-Kun Bao
    , Changsheng Xu
  15. Language Guided Concept Bottleneck Models for Interpretable Continual Learning
    CVPR 2025 ·
    Lu Yu
    ,
    Haoyu Han
    ,
    Zhe Tao
    ,
    Hantao Yao
    , Changsheng Xu
  16. LiveStar: Live Streaming Assistant for Real-World Online Video Understanding
    NeurIPS 2025 ·
    Zhenyu Yang
    ,
    Kairui Zhang
    ,
    Yuhang Hu
    ,
    Bing Wang
    ,
    Shengsheng Qian
    ,
    Bin Wen
    ,
    Fan Yang
    ,
    Tingting Gao
    ,
    Weiming Dong
    , Changsheng Xu
  17. Locality Preserving Markovian Transition for Instance Retrieval
    ICML 2025 ·
    Jifei Luo
    ,
    Wenzheng Wu
    ,
    Hantao Yao
    ,
    Lu Yu
    , Changsheng Xu
  18. Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation
    NeurIPS 2025 ·
    Yuyang Wanyan
    ,
    Xi Zhang
    ,
    Haiyang Xu
    ,
    Haowei Liu
    ,
    Junyang Wang
    ,
    Jiabo Ye
    ,
    Yutong Kou
    ,
    Ming Yan
    ,
    Fei Huang
    ,
    Xiaoshan Yang
    ,
    Weiming Dong
    , Changsheng Xu
  19. NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments
    ICCV 2025 ·
    Xuan Yao
    ,
    Junyu Gao
    , Changsheng Xu
  20. Overcoming Dual Drift for Continual Long-Tailed Visual Question Answering
    ICCV 2025 ·
    Feifei Zhang
    ,
    Zhihao Wang
    ,
    Xi Zhang
    , Changsheng Xu
  21. Pilot: Building the Federated Multimodal Instruction Tuning Framework
    AAAI 2025 ·
    Baochen Xiong
    ,
    Xiaoshan Yang
    ,
    Yaguang Song
    ,
    Yaowei Wang
    , Changsheng Xu
  22. Pseudo Informative Episode Construction for Few-Shot Class-Incremental Learning
    AAAI 2025 ·
    Chaofan Chen
    ,
    Xiaoshan Yang
    , Changsheng Xu
  23. Rethinking the Temperature for Federated Heterogeneous Distillation
    ICML 2025 ·
    Fan Qi
    ,
    Daxu Shi
    ,
    Chuokun Xu
    ,
    Shuai Li
    , Changsheng Xu
  24. SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding
    ICLR 2025 ·
    Zhenyu Yang
    ,
    Yuhang Hu
    ,
    Zemin Du
    ,
    Dizhan Xue
    ,
    Shengsheng Qian
    ,
    Jiahong Wu
    ,
    Fan Yang
    ,
    Weiming Dong
    , Changsheng Xu
  25. StreamingCoT: A Dataset for Temporal Dynamics and Multimodal Chain-of-Thought Reasoning in Streaming VideoQA
    ACM MM 2025 ·
    Yuhang Hu
    ,
    Zhenyu Yang
    ,
    Shihan Wang
    ,
    Shengsheng Qian
    ,
    Bin Wen
    ,
    Fan Yang
    ,
    Tingting Gao
    , Changsheng Xu
  26. When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach
    AAAI 2025 ·
    Feifei Zhang
    ,
    Zhaoyi Zhang
    ,
    Xi Zhang
    , Changsheng Xu
  27. Cluster-Aware Similarity Diffusion for Instance Retrieval
    ICML 2024 ·
    Jifei Luo
    ,
    Hantao Yao
    , Changsheng Xu
  28. CoIn: A Lightweight and Effective Framework for Story Visualization and Continuation
    ACM MM 2024 ·
    Ming Tao
    ,
    Bing-Kun Bao
    ,
    Hao Tang
    ,
    Yaowei Wang
    , Changsheng Xu
  29. Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models
    NeurIPS 2024 ·
    Mengyuan Chen
    ,
    Junyu Gao
    , Changsheng Xu
  30. Cross-Modal Meta Consensus for Heterogeneous Federated Learning
    ACM MM 2024 ·
    Shuai Li
    ,
    Fan Qi
    ,
    Zixin Zhang
    , Changsheng Xu
  31. Enhancing Storage and Computational Efficiency in Federated Multimodal Learning for Large-Scale Models
    ICML 2024 ·
    Zixin Zhang
    ,
    Fan Qi
    , Changsheng Xu
  32. Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation
    ICML 2024 ·
    Junyu Gao
    ,
    Xuan Yao
    , Changsheng Xu
  33. FedVAD: Enhancing Federated Video Anomaly Detection with GPT-Driven Semantic Distillation
    ECCV 2024 ·
    Fan Qi
    ,
    Ruijie Pan
    ,
    Huaiwen Zhang
    , Changsheng Xu
  34. Few-Shot Multimodal Explanation for Visual Question Answering
    ACM MM 2024 ·
    Dizhan Xue
    ,
    Shengsheng Qian
    , Changsheng Xu
  35. HiVG: Hierarchical Multimodal Fine-grained Modulation for Visual Grounding
    ACM MM 2024 ·
    Linhui Xiao
    ,
    Xiaoshan Yang
    ,
    Fang Peng
    ,
    Yaowei Wang
    , Changsheng Xu
  36. LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval
    SIGIR 2024 ·
    Zhenyu Yang
    ,
    Dizhan Xue
    ,
    Shengsheng Qian
    ,
    Weiming Dong
    , Changsheng Xu
  37. Libra: Building Decoupled Vision System on Large Language Models
    ICML 2024 ·
    Yifan Xu
    ,
    Xiaoshan Yang
    ,
    Yaguang Song
    , Changsheng Xu
  38. Modality-Collaborative Test-Time Adaptation for Action Recognition
    CVPR 2024 ·
    Baochen Xiong
    ,
    Xiaoshan Yang
    ,
    Yaguang Song
    ,
    Yaowei Wang
    , Changsheng Xu
  39. Music Style Transfer with Time-Varying Inversion of Diffusion Models
    AAAI 2024 ·
    Sifei Li
    ,
    Yuxin Zhang
    ,
    Fan Tang
    ,
    Chongyang Ma
    ,
    Weiming Dong
    , Changsheng Xu
  40. OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling
    NeurIPS 2024 ·
    Linhui Xiao
    ,
    Xiaoshan Yang
    ,
    Fang Peng
    ,
    Yaowei Wang
    , Changsheng Xu
  41. Open-Vocabulary Video Scene Graph Generation via Union-aware Semantic Alignment
    ACM MM 2024 ·
    Ziyue Wu
    ,
    Junyu Gao
    , Changsheng Xu
  42. Overcoming the Pitfalls of Vision-Language Model for Image-Text Retrieval
    ACM MM 2024 ·
    Feifei Zhang
    ,
    Sijia Qu
    ,
    Fan Shi
    , Changsheng Xu
  43. R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning
    ICLR 2024 ·
    Mengyuan Chen
    ,
    Junyu Gao
    , Changsheng Xu
  44. Semantic Editing Increment Benefits Zero-Shot Composed Image Retrieval
    ACM MM 2024 ·
    Zhenyu Yang
    ,
    Shengsheng Qian
    ,
    Dizhan Xue
    ,
    Jiahong Wu
    ,
    Fan Yang
    ,
    Weiming Dong
    , Changsheng Xu
  45. SignGen: End-to-End Sign Language Video Generation with Latent Diffusion
    ECCV 2024 ·
    Fan Qi
    ,
    Yu Duan
    ,
    Huaiwen Zhang
    , Changsheng Xu
  46. StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and Completion
    ECCV 2024 ·
    Ming Tao
    ,
    Bing-Kun Bao
    ,
    Hao Tang
    ,
    Yaowei Wang
    , Changsheng Xu
  47. T3RD: Test-Time Training for Rumor Detection on Social Media
    WWW 2024 ·
    Huaiwen Zhang
    ,
    Xinxin Liu
    ,
    Qing Yang
    ,
    Yang Yang
    ,
    Fan Qi
    ,
    Shengsheng Qian
    , Changsheng Xu
  48. TCP: Textual-Based Class-Aware Prompt Tuning for Visual-Language Model
    CVPR 2024 ·
    Hantao Yao
    ,
    Rui Zhang
    , Changsheng Xu
  49. Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models
    NeurIPS 2024 ·
    Lu Yu
    ,
    Haiyang Zhang
    , Changsheng Xu
  50. Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning
    AAAI 2024 ·
    Chengcheng Ma
    ,
    Ismail Elezi
    ,
    Jiankang Deng
    ,
    Weiming Dong
    , Changsheng Xu