PPaperPicks

Pheng-Ann Heng

Chinese University of Hong Kong, Hong Kong

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

DBLP profile ↗ORCID 0000-0003-3055-5034 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×14NeurIPS ×11AAAI ×9CVPR ×3BMVC ×2ECCV ×2ICCV ×2AAMAS ×1ACL ×1ECAI ×1EMNLP ×1ICML ×1ICRA ×1IJCAI ×1NAACL ×1

Frequent coauthors

Guangyong Chen
×14
Donghao Zhou
×9
Chi-Wing Fu
×9
Jiaze Wang
×9
Ziyu Guo
×8
Xiaowei Hu
×7
Jinpeng Li
×7
Renrui Zhang
×6
Qi Dou
×5
Hao Chen
×5
Jialun Pei
×5
Xikai Yang
×4

Papers

  1. IdentityStory: Taming Your Identity-Preserving Generator for Human-Centric Story Generation
    AAAI 2026 ·
    Donghao Zhou
    ,
    Jingyu Lin
    ,
    Guibao Shen
    ,
    Quande Liu
    ,
    Jialin Gao
    ,
    Lihao Liu
    ,
    Lan Du
    ,
    Cunjian Chen
    ,
    Chi-Wing Fu
    ,
    Xiaowei Hu
    , Pheng-Ann Heng
  2. SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model
    AAAI 2026 ·
    Yaoqian Li
    ,
    Xikai Yang
    ,
    Dunyuan Xu
    ,
    Yang Yu
    ,
    Litao Zhao
    ,
    Xiaowei Hu
    ,
    Jinpeng Li
    , Pheng-Ann Heng
  3. COS3D: Collaborative Open-Vocabulary 3D Segmentation
    NeurIPS 2025 ·
    Runsong Zhu
    ,
    Ka-Hei Hui
    ,
    Zhengzhe Liu
    ,
    Qianyi Wu
    ,
    Weiliang Tang
    ,
    Shi Qiu
    , Pheng-Ann Heng,
    Chi-Wing Fu
  4. CellVerse: Do Large Language Models Really Understand Cell Biology?
    NeurIPS 2025 ·
    Fan Zhang
    ,
    Tianyu Liu
    ,
    Zhihong Zhu
    ,
    Hao Wu
    ,
    Haixin Wang
    ,
    Donghao Zhou
    ,
    Yefeng Zheng
    ,
    Kun Wang
    ,
    Xian Wu
    , Pheng-Ann Heng
  5. ChemMiner: A Large Language Model Agent System for Chemical Literature Data Mining
    ICCV 2025 ·
    Kexin Chen
    ,
    Yuyang Du
    ,
    Junyou Li
    ,
    Hanqun Cao
    ,
    Menghao Guo
    ,
    Xilin Dang
    ,
    Lanqing Li
    ,
    Jiezhong Qiu
    ,
    Guangyong Chen
    , Pheng-Ann Heng
  6. ClipGS: Clippable Gaussian Splatting for Interactive Cinematic Visualization of Volumetric Medical Data
    MICCAI 2025 ·
    Chengkun Li
    ,
    Yuqi Tong
    ,
    Kai Chen
    ,
    Zhenya Yang
    ,
    Ruiyang Li
    ,
    Shi Qiu
    ,
    Jason Ying-Kuen Chan
    , Pheng-Ann Heng,
    Qi Dou
  7. Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO
    NeurIPS 2025 ·
    Chengzhuo Tong
    ,
    Ziyu Guo
    ,
    Renrui Zhang
    ,
    Wenyu Shan
    ,
    Xinyu Wei
    ,
    Zhenghao Xing
    ,
    Hongsheng Li
    , Pheng-Ann Heng
  8. DiTAC: Discrete Teamwork Abstraction for Ad Hoc Collaboration
    ECAI 2025 ·
    Jing Wang
    ,
    Pengjie Gu
    ,
    Mengchen Zhao
    ,
    Guangyong Chen
    ,
    Furui Liu
    , Pheng-Ann Heng
  9. Dual Ensembled Multiagent Q-Learning with Hypernet Regularizer
    AAMAS 2025 ·
    Yaodong Yang
    ,
    Guangyong Chen
    ,
    Hongyao Tang
    ,
    Furui Liu
    ,
    Danruo Deng
    , Pheng-Ann Heng
  10. EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights
    CVPR 2025 ·
    Zhenghao Xing
    ,
    Hao Chen
    ,
    Binzhu Xie
    ,
    Jiaqi Xu
    ,
    Ziyu Guo
    ,
    Xuemiao Xu
    ,
    Jianye Hao
    ,
    Chi-Wing Fu
    ,
    Xiaowei Hu
    , Pheng-Ann Heng
  11. Fast Image Super-Resolution via Consistency Rectified Flow
    ICCV 2025 ·
    Jiaqi Xu
    ,
    Wenbo Li
    ,
    Haoze Sun
    ,
    Fan Li
    ,
    Zhixin Wang
    ,
    Long Peng
    ,
    Jingjing Ren
    ,
    Haoran Yang
    ,
    Xiaowei Hu
    ,
    Renjing Pei
    , Pheng-Ann Heng
  12. Fast-in-Slow: A Dual-System VLA Model Unifying Fast Manipulation within Slow Reasoning
    NeurIPS 2025 ·
    Hao Chen
    ,
    Jiaming Liu
    ,
    Chenyang Gu
    ,
    Zhuoyang Liu
    ,
    Renrui Zhang
    ,
    Xiaoqi Li
    ,
    Xiao He
    ,
    Yandong Guo
    ,
    Chi-Wing Fu
    ,
    Shanghang Zhang
    , Pheng-Ann Heng
  13. GLID$2$E: A Gradient-Free Lightweight Fine-tune Approach for Discrete Biological Sequence Design
    NeurIPS 2025 ·
    Hanqun Cao
    ,
    Haosen Shi
    ,
    Chenyu Wang
    ,
    Sinno Jialin Pan
    , Pheng-Ann Heng
  14. MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding
    AAAI 2025 ·
    Jiaze Wang
    ,
    Yi Wang
    ,
    Ziyu Guo
    ,
    Renrui Zhang
    ,
    Donghao Zhou
    ,
    Guangyong Chen
    ,
    Anfeng Liu
    , Pheng-Ann Heng
  15. MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models
    IJCAI 2025 ·
    Donghao Zhou
    ,
    Jiancheng Huang
    ,
    Jinbin Bai
    ,
    Jiaze Wang
    ,
    Hao Chen
    ,
    Guangyong Chen
    ,
    Xiaowei Hu
    , Pheng-Ann Heng
  16. Medical Large Vision Language Models with Multi-image Visual Ability
    MICCAI 2025 ·
    Xikai Yang
    ,
    Juzheng Miao
    ,
    Yuchen Yuan
    ,
    Jiaze Wang
    ,
    Qi Dou
    ,
    Jinpeng Li
    , Pheng-Ann Heng
  17. Protein Inverse Folding From Structure Feedback
    NeurIPS 2025 ·
    Junde Xu
    ,
    Zijun Gao
    ,
    Xinyi Zhou
    ,
    Jie Hu
    ,
    Xingyi Cheng
    ,
    Le Song
    ,
    Guangyong Chen
    , Pheng-Ann Heng,
    Jiezhong Qiu
  18. Rethinking End-to-End 2D to 3D Scene Segmentation in Gaussian Splatting
    CVPR 2025 ·
    Runsong Zhu
    ,
    Shi Qiu
    ,
    Zhengzhe Liu
    ,
    Ka-Hei Hui
    ,
    Qianyi Wu
    , Pheng-Ann Heng,
    Chi-Wing Fu
  19. SceneDecorator: Towards Scene-Oriented Story Generation with Scene Planning and Scene Consistency
    NeurIPS 2025 ·
    Quanjian Song
    ,
    Donghao Zhou
    ,
    Jingyu Lin
    ,
    Fei Shen
    ,
    Jiaze Wang
    ,
    Xiaowei Hu
    ,
    Cunjian Chen
    , Pheng-Ann Heng
  20. SciVerse: Unveiling the Knowledge Comprehension and Visual Reasoning of LMMs on Multi-modal Scientific Problems
    ACL 2025 ·
    Ziyu Guo
    ,
    Renrui Zhang
    ,
    Hao Chen
    ,
    Jialin Gao
    ,
    Dongzhi Jiang
    ,
    Jiaze Wang
    , Pheng-Ann Heng
  21. Sequence-Independent Continual Test-Time Adaptation with Mixture of Incremental Experts for Cross-Domain Segmentation
    MICCAI 2025 ·
    Dunyuan Xu
    ,
    Yuchen Yuan
    ,
    Donghao Zhou
    ,
    Xikai Yang
    ,
    Jingyang Zhang
    ,
    Jinpeng Li
    , Pheng-Ann Heng
  22. Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resection with Pringle Maneuver
    AAAI 2025 ·
    Diandian Guo
    ,
    Weixin Si
    ,
    Zhixi Li
    ,
    Jialun Pei
    , Pheng-Ann Heng
  23. T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
    NeurIPS 2025 ·
    Dongzhi Jiang
    ,
    Ziyu Guo
    ,
    Renrui Zhang
    ,
    Zhuofan Zong
    ,
    Hao Li
    ,
    Le Zhuo
    ,
    Shilin Yan
    , Pheng-Ann Heng,
    Hongsheng Li
  24. Topology-Constrained Learning for Efficient Laparoscopic Liver Landmark Detection
    MICCAI 2025 ·
    Ruize Cui
    ,
    Jiaan Zhang
    ,
    Jialun Pei
    ,
    Kai Wang
    , Pheng-Ann Heng,
    Jing Qin
  25. UniHOPE: A Unified Approach for Hand-Only and Hand-Object Pose Estimation
    CVPR 2025 ·
    Yinqiao Wang
    ,
    Hao Xu
    , Pheng-Ann Heng,
    Chi-Wing Fu
  26. Video Grounded Conversation Generation for Reference Surgical Instrument Segmentation
    MICCAI 2025 ·
    Yihan Wang
    ,
    Qiao Yan
    ,
    Lihao Liu
    ,
    Yuchen Yuan
    ,
    Xiaowei Hu
    ,
    Jinpeng Li
    , Pheng-Ann Heng
  27. What We Miss Matters: Learning from the Overlooked in Point Cloud Transformers
    NeurIPS 2025 ·
    Yi Wang
    ,
    Jiaze Wang
    ,
    Ziyu Guo
    ,
    Renrui Zhang
    ,
    Donghao Zhou
    ,
    Guangyong Chen
    ,
    Anfeng Liu
    , Pheng-Ann Heng
  28. ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning
    AAAI 2024 ·
    Yang Yu
    ,
    Danruo Deng
    ,
    Furui Liu
    ,
    Qi Dou
    ,
    Yueming Jin
    ,
    Guangyong Chen
    , Pheng-Ann Heng
  29. Coarse-to-Fine Latent Diffusion Model for Glaucoma Forecast on Sequential Fundus Images
    MICCAI 2024 ·
    Yuhan Zhang
    ,
    Kun Huang
    ,
    Xikai Yang
    ,
    Xiao Ma
    ,
    Jian Wu
    ,
    Ningli Wang
    ,
    Xi Wang
    , Pheng-Ann Heng
  30. Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting
    MICCAI 2024 ·
    Wei Li
    ,
    Jingyang Zhang
    , Pheng-Ann Heng,
    Lixu Gu
  31. Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation
    MICCAI 2024 ·
    Juzheng Miao
    ,
    Cheng Chen
    ,
    Keli Zhang
    ,
    Jie Chuai
    ,
    Quanzheng Li
    , Pheng-Ann Heng
  32. DR-Label: Label Deconstruction and Reconstruction of GNN Models for Catalysis Systems
    AAAI 2024 ·
    Bowen Wang
    ,
    Chen Liang
    ,
    Jiaze Wang
    ,
    Jiezhong Qiu
    ,
    Furui Liu
    ,
    Shaogang Hao
    ,
    Dong Li
    ,
    Guangyong Chen
    ,
    Xiaolong Zou
    , Pheng-Ann Heng
  33. Depth-Driven Geometric Prompt Learning for Laparoscopic Liver Landmark Detection
    MICCAI 2024 ·
    Jialun Pei
    ,
    Ruize Cui
    ,
    Yaoqian Li
    ,
    Weixin Si
    ,
    Jing Qin
    , Pheng-Ann Heng
  34. Distribution-Aware Calibration for Object Detection with Noisy Bounding Boxes
    BMVC 2024 ·
    Donghao Zhou
    ,
    Jialin Li
    ,
    Jinpeng Li
    ,
    Jiancheng Huang
    ,
    Qiang Nie
    ,
    Yong Liu
    ,
    Bin-Bin Gao
    ,
    Qiong Wang
    , Pheng-Ann Heng,
    Guangyong Chen
  35. Epicardium Prompt-Guided Real-Time Cardiac Ultrasound Frame-to-Volume Registration
    MICCAI 2024 ·
    Long Lei
    ,
    Jun Zhou
    ,
    Jialun Pei
    ,
    Baoliang Zhao
    ,
    Yueming Jin
    ,
    Jeremy Yuen-Chun Teoh
    ,
    Jing Qin
    , Pheng-Ann Heng
  36. FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks
    MICCAI 2024 ·
    Juzheng Miao
    ,
    Cheng Chen
    ,
    Keli Zhang
    ,
    Jie Chuai
    ,
    Quanzheng Li
    , Pheng-Ann Heng
  37. LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery
    ICRA 2024 ·
    Kexin Chen
    ,
    Yuyang Du
    ,
    Tao You
    ,
    Mobarakol Islam
    ,
    Ziyu Guo
    ,
    Yueming Jin
    ,
    Guangyong Chen
    , Pheng-Ann Heng
  38. LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters
    EMNLP 2024 ·
    Jiacheng Liu
    ,
    Peng Tang
    ,
    Xiaofeng Hou
    ,
    Chao Li
    , Pheng-Ann Heng
  39. Memory-Efficient Prompt Tuning for Incremental Histopathology Classification
    AAAI 2024 ·
    Yu Zhu
    ,
    Kang Li
    ,
    Lequan Yu
    , Pheng-Ann Heng
  40. Neural P3M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs
    NeurIPS 2024 ·
    Yusong Wang
    ,
    Chaoran Cheng
    ,
    Shaoning Li
    ,
    Yuxuan Ren
    ,
    Bin Shao
    ,
    Ge Liu
    , Pheng-Ann Heng,
    Nanning Zheng
  41. Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI
    MICCAI 2024 ·
    Shoujin Huang
    ,
    Guanxiong Luo
    ,
    Xi Wang
    ,
    Ziran Chen
    ,
    Yuwan Wang
    ,
    Huaishui Yang
    , Pheng-Ann Heng,
    Lingyan Zhang
    ,
    Mengye Lyu
  42. PCF-Lift: Panoptic Lifting by Probabilistic Contrastive Fusion
    ECCV 2024 ·
    Runsong Zhu
    ,
    Shi Qiu
    ,
    Qianyi Wu
    ,
    Ka-Hei Hui
    , Pheng-Ann Heng,
    Chi-Wing Fu
  43. PointPatchMix: Point Cloud Mixing with Patch Scoring
    AAAI 2024 ·
    Yi Wang
    ,
    Jiaze Wang
    ,
    Jinpeng Li
    ,
    Zixu Zhao
    ,
    Guangyong Chen
    ,
    Anfeng Liu
    , Pheng-Ann Heng
  44. Sample-Efficient Multiagent Reinforcement Learning with Reset Replay
    ICML 2024 ·
    Yaodong Yang
    ,
    Guangyong Chen
    ,
    Jianye Hao
    , Pheng-Ann Heng
  45. SiMA-Hand: Boosting 3D Hand-Mesh Reconstruction by Single-to-Multi-View Adaptation
    AAAI 2024 ·
    Yinqiao Wang
    ,
    Hao Xu
    , Pheng-Ann Heng,
    Chi-Wing Fu
  46. SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning
    BMVC 2024 ·
    Hao Chen
    ,
    Jiaze Wang
    ,
    Ziyu Guo
    ,
    Jinpeng Li
    ,
    Donghao Zhou
    ,
    Bian Wu
    ,
    Chenyong Guan
    ,
    Guangyong Chen
    , Pheng-Ann Heng
  47. Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models
    ECCV 2024 ·
    Jiaqi Xu
    ,
    Mengyang Wu
    ,
    Xiaohu You
    ,
    Chi-Wing Fu
    ,
    Qi Dou
    , Pheng-Ann Heng
  48. Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning
    NeurIPS 2024 ·
    Lanqing Li
    ,
    Hai Zhang
    ,
    Xinyu Zhang
    ,
    Shatong Zhu
    ,
    Yang Yu
    ,
    Junqiao Zhao
    , Pheng-Ann Heng
  49. Tri-Modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms
    MICCAI 2024 ·
    Diandian Guo
    ,
    Manxi Lin
    ,
    Jialun Pei
    ,
    He Tang
    ,
    Yueming Jin
    , Pheng-Ann Heng
  50. Unveiling the Generalization Power of Fine-Tuned Large Language Models
    NAACL 2024 ·
    Haoran Yang
    ,
    Yumeng Zhang
    ,
    Jiaqi Xu
    ,
    Hongyuan Lu
    , Pheng-Ann Heng,
    Wai Lam
  51. Weakly-Supervised Medical Image Segmentation with Gaze Annotations
    MICCAI 2024 ·
    Yuan Zhong
    ,
    Chenhui Tang
    ,
    Yumeng Yang
    ,
    Ruoxi Qi
    ,
    Kang Zhou
    ,
    Yuqi Gong
    , Pheng-Ann Heng,
    Janet H. Hsiao
    ,
    Qi Dou