PPaperPicks

Xilin Chen

Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China

38 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3024-4404 ↗Google Scholar ↗Homepage ↗

Venues

ICCV ×7ECCV ×6NeurIPS ×6CVPR ×4ICLR ×4AAAI ×3IROS ×2ACL ×1BMVC ×1EMNLP ×1ICML ×1WACV ×1WWW ×1

Frequent coauthors

Shiguang Shan
×24
Hong Chang
×10
Ruiping Wang
×8
Ruibing Hou
×6
Meina Kan
×5
Yuecong Min
×4
Jie Zhang
×4
Peiqi Jiao
×3
Shuang Yang
×3
Bin Fu
×3
Minyang Hu
×3
Hongyu Wang
×2

Papers

  1. INFACT: A Diagnostic Benchmark for Induced Faithfulness and Factuality Hallucinations in Video-LLMs
    ACL 2026 ·
    Junqi Yang
    ,
    Yuecong Min
    ,
    Jie Zhang
    ,
    Shiguang Shan
    , Xilin Chen
  2. M4U: Evaluating Multilingual Understanding and Reasoning for Large Multimodal Models
    WACV 2026 ·
    Hongyu Wang
    ,
    Jiayu Xu
    ,
    Senwei Xie
    ,
    Ruiping Wang
    ,
    Jialin Li
    ,
    Zhaojie Xie
    ,
    Bin Zhang
    ,
    Chuyan Xiong
    , Xilin Chen
  3. Tell as You Want: Customizing Image Narrative with Knowledge and Thoughts
    AAAI 2026 ·
    Ziwei Yao
    ,
    Qian Wang
    ,
    Ruiping Wang
    , Xilin Chen
  4. A Closer Look at Skeleton-Based Continuous Sign Language Recognition
    ICCV 2025 ·
    Yuecong Min
    ,
    Yifan Yang
    ,
    Peiqi Jiao
    ,
    Zixi Nan
    , Xi-Lin Chen
  5. CogCM: Cognition-Inspired Contextual Modeling for Audio-Visual Speech Enhancement
    ICCV 2025 ·
    Feixiang Wang
    ,
    Shuang Yang
    ,
    Shiguang Shan
    , Xilin Chen
  6. CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation
    ICLR 2025 ·
    Yifeng Xu
    ,
    Zhenliang He
    ,
    Shiguang Shan
    , Xilin Chen
  7. Dysca: A Dynamic and Scalable Benchmark for Evaluating Perception Ability of LVLMs
    ICLR 2025 ·
    Jie Zhang
    ,
    Zhongqi Wang
    ,
    Mengqi Lei
    ,
    Zheng Yuan
    ,
    Bei Yan
    ,
    Shiguang Shan
    , Xilin Chen
  8. EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-To-Video Diffusion Models
    ICCV 2025 ·
    Yufei Cai
    ,
    Hu Han
    ,
    Yuxiang Wei
    ,
    Shiguang Shan
    , Xilin Chen
  9. Feature Decomposition-Recomposition in Large Vision-Language Model for Few-Shot Class-Incremental Learning
    ICCV 2025 ·
    Zongyao Xue
    ,
    Meina Kan
    ,
    Shiguang Shan
    , Xilin Chen
  10. G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction Via Evolutionary Diffusion
    ICCV 2025 ·
    Mengdi Liu
    ,
    Zhangyang Gao
    ,
    Hong Chang
    ,
    Stan Z. Li
    ,
    Shiguang Shan
    , Xilin Chen
  11. KnowMol: Advancing Molecular Large Language Models with Multi-Level Chemical Knowledge
    NeurIPS 2025 ·
    Zaifei Yang
    ,
    Hong Chang
    ,
    Ruibing Hou
    ,
    Shiguang Shan
    , Xilin Chen
  12. Leveraging Unpaired Feedback for Long-Term LLM-based Recommendation Tuning
    EMNLP 2025 ·
    Jizhi Zhang
    ,
    Chongming Gao
    ,
    Wentao Shi
    , Xi-Lin Chen,
    Jingang Wang
    ,
    Xunliang Cai
    ,
    Fuli Feng
  13. MATS: An Audio Language Model under Text-only Supervision
    ICML 2025 ·
    Wen Wang
    ,
    Ruibing Hou
    ,
    Hong Chang
    ,
    Shiguang Shan
    , Xilin Chen
  14. Not Only Vision: Evolve Visual Speech Recognition via Peripheral Information
    ICCV 2025 ·
    Zhaoxin Yuan
    ,
    Shuang Yang
    ,
    Shiguang Shan
    , Xilin Chen
  15. OV3D-CG: Open-Vocabulary 3D Instance Segmentation with Contextual Guidance
    ICCV 2025 ·
    Mingquan Zhou
    ,
    Chen He
    ,
    Ruiping Wang
    , Xilin Chen
  16. ProtInvTree: Deliberate Protein Inverse Folding with Reward-guided Tree Search
    NeurIPS 2025 ·
    Mengdi Liu
    ,
    Xiaoxue Cheng
    ,
    Zhangyang Gao
    ,
    Hong Chang
    ,
    Cheng Tan
    ,
    Shiguang Shan
    , Xilin Chen
  17. R2C: Mapping Room to Chessboard to Unlock LLM As Low-Level Action Planner
    CVPR 2025 ·
    Ziyi Bai
    ,
    Hanxuan Li
    ,
    Bin Fu
    ,
    Chuyan Xiong
    ,
    Ruiping Wang
    , Xilin Chen
  18. Revisiting Logit Distributions for Reliable Out-of-Distribution Detection
    NeurIPS 2025 ·
    Jiachen Liang
    ,
    Ruibing Hou
    ,
    Minyang Hu
    ,
    Hong Chang
    ,
    Shiguang Shan
    , Xilin Chen
  19. Robotic Programmer: Video Instructed Policy Code Generation for Robotic Manipulation
    IROS 2025 ·
    Senwei Xie
    ,
    Hongyu Wang
    ,
    Zhanqi Xiao
    ,
    Yun-Ru Wang
    , Xilin Chen
  20. Synthetic View Augmentation for Sign Language Recognition
    WWW 2025 ·
    Yuting Peng
    ,
    Peiqi Jiao
    ,
    Honggang Zou
    ,
    Yuecong Min
    , Xilin Chen
  21. Task-Oriented Token Pruning for Efficient Object Detection and Segmentation
    IROS 2025 ·
    Hao Liang
    ,
    Meina Kan
    ,
    Shiguang Shan
    , Xilin Chen
  22. UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing
    CVPR 2025 ·
    Yiheng Li
    ,
    Ruibing Hou
    ,
    Hong Chang
    ,
    Shiguang Shan
    , Xilin Chen
  23. Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation
    AAAI 2025 ·
    Wenzhao Xiang
    ,
    Chang Liu
    ,
    Hongyang Yu
    , Xilin Chen
  24. un2CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP
    NeurIPS 2025 ·
    Yinqi Li
    ,
    Jiahe Zhao
    ,
    Hong Chang
    ,
    Ruibing Hou
    ,
    Shiguang Shan
    , Xilin Chen
  25. A Simple Romance Between Multi-Exit Vision Transformer and Token Reduction
    ICLR 2024 ·
    Dongyang Liu
    ,
    Meina Kan
    ,
    Shiguang Shan
    , Xilin Chen
  26. An Information Theoretical View for Out-of-Distribution Detection
    ECCV 2024 ·
    Jinjing Hu
    ,
    Wenrui Liu
    ,
    Hong Chang
    ,
    Bingpeng Ma
    ,
    Shiguang Shan
    , Xilin Chen
  27. Blocks as Probes: Dissecting Categorization Ability of Large Multimodal Models
    BMVC 2024 ·
    Bin Fu
    ,
    Qiyang Wan
    ,
    Jialin Li
    ,
    Ruiping Wang
    , Xilin Chen
  28. ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations
    CVPR 2024 ·
    Yuanhang Zhang
    ,
    Shuang Yang
    ,
    Shiguang Shan
    , Xilin Chen
  29. HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention
    CVPR 2024 ·
    Xiaolong Tang
    ,
    Meina Kan
    ,
    Shiguang Shan
    ,
    Zhilong Ji
    ,
    Jinfeng Bai
    , Xilin Chen
  30. HiFi-Score: Fine-Grained Image Description Evaluation with Hierarchical Parsing Graphs
    ECCV 2024 ·
    Ziwei Yao
    ,
    Ruiping Wang
    , Xilin Chen
  31. Point2Real: Bridging the Gap between Point Cloud and Realistic Image for Open-World 3D Recognition
    AAAI 2024 ·
    Hanxuan Li
    ,
    Bin Fu
    ,
    Ruiping Wang
    , Xilin Chen
  32. PreLAR: World Model Pre-training with Learnable Action Representation
    ECCV 2024 ·
    Lixuan Zhang
    ,
    Meina Kan
    ,
    Shiguang Shan
    , Xilin Chen
  33. Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox
    NeurIPS 2024 ·
    Xingming Long
    ,
    Jie Zhang
    ,
    Shiguang Shan
    , Xilin Chen
  34. Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing
    ICLR 2024 ·
    Minyang Hu
    ,
    Hong Chang
    ,
    Bingpeng Ma
    ,
    Shiguang Shan
    , Xilin Chen
  35. T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models
    ECCV 2024 ·
    Zhongqi Wang
    ,
    Jie Zhang
    ,
    Shiguang Shan
    , Xilin Chen
  36. Think Before Placement: Common Sense Enhanced Transformer for Object Placement
    ECCV 2024 ·
    Yaxuan Qin
    ,
    Jiayu Xu
    ,
    Ruiping Wang
    , Xilin Chen
  37. UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models
    NeurIPS 2024 ·
    Jiachen Liang
    ,
    Ruibing Hou
    ,
    Minyang Hu
    ,
    Hong Chang
    ,
    Shiguang Shan
    , Xilin Chen
  38. Visual Alignment Pre-training for Sign Language Translation
    ECCV 2024 ·
    Peiqi Jiao
    ,
    Yuecong Min
    , Xilin Chen