PPaperPicks

Shuicheng Yan

National University of Singapore, Department of Electrical and Computer Engineering

49 papers at tracked venues · 43 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8906-3777 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×9ICLR ×8ACM MM ×7ICML ×7AAAI ×5ACL ×4ECCV ×3EMNLP ×2ICCV ×2CVPR ×1IJCAI ×1

Frequent coauthors

Xiangtai Li
×11
Hanwang Zhang
×8
Hao Fei
×7
Bo An
×6
Shengqiong Wu
×6
Tat-Seng Chua
×6
Qianyu Zhou
×4
Tao Zhang
×4
Zhifei Xie
×3
Guibin Zhang
×3
Xuequan Lu
×3
Lizhuang Ma
×3

Papers

  1. Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation
    ACL 2026 ·
    Fangda Ye
    ,
    Kuicai Dong
    ,
    Zhifei Xie
    ,
    Yuxin Hu
    ,
    Yihang Yin
    ,
    Shurui Huang
    ,
    Shikai Dong
    ,
    Chen Zhang
    ,
    Jianzhu Bao
    , Shuicheng Yan
  2. EvoRoute: Experience-Driven Self-Routing LLM Agent Systems
    ACL 2026 ·
    Guibin Zhang
    ,
    Haiyang Yu
    ,
    Kaiming Yang
    ,
    Bingli Wu
    ,
    Fei Huang
    ,
    Yongbin Li
    , Shuicheng Yan
  3. PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification
    AAAI 2026 ·
    Hao Yang
    ,
    Qianyu Zhou
    ,
    Haijia Sun
    ,
    Xiangtai Li
    ,
    Xuequan Lu
    ,
    Lizhuang Ma
    , Shuicheng Yan
  4. AR 2O Painter: An Artistic Oriented Realtime Realistic Oil Painting Agent Powered by Efficient Fluid Simulation
    ACM MM 2025 ·
    Jinfan Liu
    ,
    Zhangli Hu
    ,
    Hanqi Chen
    ,
    Ye Chen
    ,
    Bingbing Ni
    , Shuicheng Yan
  5. AgentStudio: A Toolkit for Building General Virtual Agents
    ICLR 2025 ·
    Longtao Zheng
    ,
    Zhiyuan Huang
    ,
    Zhenghai Xue
    ,
    Xinrun Wang
    ,
    Bo An
    , Shuicheng Yan
  6. Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models
    EMNLP 2025 ·
    Zhifei Xie
    ,
    Mingbao Lin
    ,
    Zihang Liu
    ,
    Pengcheng Wu
    , Shuicheng Yan,
    Chunyan Miao
  7. Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation
    ICCV 2025 ·
    Gang Dai
    ,
    Yifan Zhang
    ,
    Yutao Qin
    ,
    Qiangya Guo
    ,
    Shuangping Huang
    , Shuicheng Yan
  8. Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning
    AAAI 2025 ·
    Shengqiong Wu
    ,
    Hao Fei
    ,
    Liangming Pan
    ,
    William Yang Wang
    , Shuicheng Yan,
    Tat-Seng Chua
  9. Cradle: Empowering Foundation Agents towards General Computer Control
    ICML 2025 ·
    Weihao Tan
    ,
    Wentao Zhang
    ,
    Xinrun Xu
    ,
    Haochong Xia
    ,
    Ziluo Ding
    ,
    Boyu Li
    ,
    Bohan Zhou
    ,
    Junpeng Yue
    ,
    Jiechuan Jiang
    ,
    Yewen Li
    ,
    Ruyi An
    ,
    Molei Qin
    ,
    Chuqiao Zong
    ,
    Longtao Zheng
    ,
    Yujie Wu
    ,
    Xiaoqiang Chai
    ,
    Yifei Bi
    ,
    Tianbao Xie
    ,
    Pengjie Gu
    ,
    Xiyun Li
    ,
    Ceyao Zhang
    ,
    Long Tian
    ,
    Chaojie Wang
    ,
    Xinrun Wang
    ,
    Börje F. Karlsson
    ,
    Bo An
    , Shuicheng Yan,
    Zongqing Lu
  10. EasyInv: Toward Fast and Better DDIM Inversion
    ICML 2025 ·
    Ziyue Zhang
    ,
    Mingbao Lin
    , Shuicheng Yan,
    Rongrong Ji
  11. EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
    ACM MM 2025 ·
    Bohan Zeng
    ,
    Ling Yang
    ,
    Jiaming Liu
    ,
    Minghao Xu
    ,
    Yuanxing Zhang
    ,
    Pengfei Wan
    ,
    Wentao Zhang
    , Shuicheng Yan
  12. Explore In-Context Segmentation via Latent Diffusion Models
    AAAI 2025 ·
    Chaoyang Wang
    ,
    Xiangtai Li
    ,
    Henghui Ding
    ,
    Lu Qi
    ,
    Jiangning Zhang
    ,
    Yunhai Tong
    ,
    Chen Change Loy
    , Shuicheng Yan
  13. From Outline to Detail: An Hierarchical End-to-end Framework for Coherent and Consistent Visual Novel Generation and Assembly
    ACM MM 2025 ·
    Yilin Zhang
    ,
    Yanyan Wei
    ,
    Zhao Zhang
    ,
    Jicong Fan
    ,
    Haijun Zhang
    , Shuicheng Yan
  14. G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
    NeurIPS 2025 ·
    Guibin Zhang
    ,
    Muxin Fu
    ,
    Kun Wang
    ,
    Frank Wan
    ,
    Miao Yu
    , Shuicheng Yan
  15. IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts
    ICLR 2025 ·
    Bohan Zeng
    ,
    Shanglin Li
    ,
    Yutang Feng
    ,
    Ling Yang
    ,
    Juan Zhang
    ,
    Hong Li
    ,
    Jiaming Liu
    ,
    Conghui He
    ,
    Wentao Zhang
    ,
    Jianzhuang Liu
    ,
    Baochang Zhang
    , Shuicheng Yan
  16. JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent
    NeurIPS 2025 ·
    Yunlong Lin
    ,
    Zixu Lin
    ,
    Kunjie Lin
    ,
    Jinbin Bai
    ,
    Panwang Pan
    ,
    Chenxin Li
    ,
    Haoyu Chen
    ,
    Zhongdao Wang
    ,
    Xinghao Ding
    ,
    Wenbo Li
    , Shuicheng Yan
  17. JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation
    NeurIPS 2025 ·
    Kai Liu
    ,
    Jungang Li
    ,
    Yuchong Sun
    ,
    Shengqiong Wu
    ,
    Jianzhang Gao
    ,
    Daoan Zhang
    ,
    Wei Zhang
    ,
    Sheng Jin
    ,
    Sicheng Yu
    ,
    Geng Zhan
    ,
    Jiayi Ji
    ,
    Fan Zhou
    ,
    Liang Zheng
    , Shuicheng Yan,
    Hao Fei
    ,
    Tat-Seng Chua
  18. MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes
    ICCV 2025 ·
    Xinjie Zhang
    ,
    Zhening Liu
    ,
    Yifan Zhang
    ,
    Xingtong Ge
    ,
    Dailan He
    ,
    Tongda Xu
    ,
    Yan Wang
    ,
    Zehong Lin
    , Shuicheng Yan,
    Jun Zhang
  19. Masks Can be Learned as an Alternative to Experts
    ACL 2025 ·
    Peiyu Liu
    ,
    Tianwen Wei
    ,
    Bo Zhu
    ,
    Xin Zhao
    , Shuicheng Yan
  20. Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
    ICLR 2025 ·
    Jinbin Bai
    ,
    Tian Ye
    ,
    Wei Chow
    ,
    Enxin Song
    ,
    Qing-Guo Chen
    ,
    Xiangtai Li
    ,
    Zhen Dong
    ,
    Lei Zhu
    , Shuicheng Yan
  21. MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts
    ICLR 2025 ·
    Peng Jin
    ,
    Bo Zhu
    ,
    Li Yuan
    , Shuicheng Yan
  22. MoH: Multi-Head Attention as Mixture-of-Head Attention
    ICML 2025 ·
    Peng Jin
    ,
    Bo Zhu
    ,
    Li Yuan
    , Shuicheng Yan
  23. On Path to Multimodal Generalist: General-Level and General-Bench
    ICML 2025 ·
    Hao Fei
    ,
    Yuan Zhou
    ,
    Juncheng Li
    ,
    Xiangtai Li
    ,
    Qingshan Xu
    ,
    Bobo Li
    ,
    Shengqiong Wu
    ,
    Yaoting Wang
    ,
    Junbao Zhou
    ,
    Jiahao Meng
    ,
    Qingyu Shi
    ,
    Zhiyuan Zhou
    ,
    Liangtao Shi
    ,
    Minghe Gao
    ,
    Daoan Zhang
    ,
    Zhiqi Ge
    ,
    Siliang Tang
    ,
    Kaihang Pan
    ,
    Yaobo Ye
    ,
    Haobo Yuan
    ,
    Tao Zhang
    ,
    Weiming Wu
    ,
    Tianjie Ju
    ,
    Zixiang Meng
    ,
    Shilin Xu
    ,
    Liyu Jia
    ,
    Wentao Hu
    ,
    Meng Luo
    ,
    Jiebo Luo
    ,
    Tat-Seng Chua
    , Shuicheng Yan,
    Hanwang Zhang
  24. Pask: Providing Answer before AsKing toward Proactive AI agent
    ACM MM 2025 ·
    Zhifei Xie
    ,
    Hu Zongzheng
    ,
    Guibin Zhang
    ,
    Jialin Zhang
    ,
    Yue Liao
    ,
    Chunyan Miao
    , Shuicheng Yan
  25. Point Cloud Mamba: Point Cloud Learning via State Space Model
    AAAI 2025 ·
    Tao Zhang
    ,
    Haobo Yuan
    ,
    Lu Qi
    ,
    Jiangning Zhang
    ,
    Qianyu Zhou
    ,
    Shunping Ji
    , Shuicheng Yan,
    Xiangtai Li
  26. PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model
    AAAI 2025 ·
    Hao Yang
    ,
    Qianyu Zhou
    ,
    Haijia Sun
    ,
    Xiangtai Li
    ,
    Fengqi Liu
    ,
    Xuequan Lu
    ,
    Lizhuang Ma
    , Shuicheng Yan
  27. Poison-splat: Computation Cost Attack on 3D Gaussian Splatting
    ICLR 2025 ·
    Jiahao Lu
    ,
    Yifan Zhang
    ,
    Qiuhong Shen
    ,
    Xinchao Wang
    , Shuicheng Yan
  28. Policy Optimization under Imperfect Human Interactions with Agent-Gated Shared Autonomy
    ICLR 2025 ·
    Zhenghai Xue
    ,
    Bo An
    , Shuicheng Yan
  29. Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning
    ICML 2025 ·
    Zhenghai Xue
    ,
    Lang Feng
    ,
    Jiacheng Xu
    ,
    Kang Kang
    ,
    Xiang Wen
    ,
    Bo An
    , Shuicheng Yan
  30. Removing Prompt-template Bias in Reinforcement Learning from Human Feedback
    ACL 2025 ·
    Chaojie Wang
    ,
    Haonan Shi
    ,
    Long Tian
    ,
    Bo An
    , Shuicheng Yan
  31. RoboCerebra: A Large-scale Benchmark for Long-horizon Robotic Manipulation Evaluation
    NeurIPS 2025 ·
    Songhao Han
    ,
    Boxiang Qiu
    ,
    Yue Liao
    ,
    Siyuan Huang
    ,
    Chen Gao
    , Shuicheng Yan,
    Si Liu
  32. SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
    ICLR 2025 ·
    Ling Yang
    ,
    Zhaochen Yu
    ,
    Tianjun Zhang
    ,
    Minkai Xu
    ,
    Joseph E. Gonzalez
    ,
    Bin Cui
    , Shuicheng Yan
  33. Towards Semantic Equivalence of Tokenization in Multimodal LLM
    ICLR 2025 ·
    Shengqiong Wu
    ,
    Hao Fei
    ,
    Xiangtai Li
    ,
    Jiayi Ji
    ,
    Hanwang Zhang
    ,
    Tat-Seng Chua
    , Shuicheng Yan
  34. Action Imitation in Common Action Space for Customized Action Image Synthesis
    NeurIPS 2024 ·
    Wang Lin
    ,
    Jingyuan Chen
    ,
    Jiaxin Shi
    ,
    Zirun Guo
    ,
    Yichen Zhu
    ,
    Zehan Wang
    ,
    Tao Jin
    ,
    Zhou Zhao
    ,
    Fei Wu
    , Shuicheng Yan,
    Hanwang Zhang
  35. Auto-Encoding Morph-Tokens for Multimodal LLM
    ICML 2024 ·
    Kaihang Pan
    ,
    Siliang Tang
    ,
    Juncheng Li
    ,
    Zhaoyu Fan
    ,
    Wei Chow
    , Shuicheng Yan,
    Tat-Seng Chua
    ,
    Yueting Zhuang
    ,
    Hanwang Zhang
  36. Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models
    NeurIPS 2024 ·
    Jiahao Ying
    ,
    Yixin Cao
    ,
    Yushi Bai
    ,
    Qianru Sun
    ,
    Bo Wang
    ,
    Wei Tang
    ,
    Zhaojun Ding
    ,
    Yizhe Yang
    ,
    Xuanjing Huang
    , Shuicheng Yan
  37. BAFFLE: A Baseline of Backpropagation-Free Federated Learning
    ECCV 2024 ·
    Haozhe Feng
    ,
    Tianyu Pang
    ,
    Chao Du
    ,
    Wei Chen
    , Shuicheng Yan,
    Min Lin
  38. DGMamba: Domain Generalization via Generalized State Space Model
    ACM MM 2024 ·
    Shaocong Long
    ,
    Qianyu Zhou
    ,
    Xiangtai Li
    ,
    Xuequan Lu
    ,
    Chenhao Ying
    ,
    Yuan Luo
    ,
    Lizhuang Ma
    , Shuicheng Yan
  39. From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond
    ACM MM 2024 ·
    Hao Fei
    ,
    Xiangtai Li
    ,
    Haotian Liu
    ,
    Fuxiao Liu
    ,
    Zhuosheng Zhang
    ,
    Hanwang Zhang
    , Shuicheng Yan
  40. Generative AI in Multimedia: Challenges and Opportunities for Academic and Industrial Impact
    ACM MM 2024 ·
    Zi Helen Huang
    ,
    Phoebe Chen
    , Shuicheng Yan
  41. Improving Video Segmentation via Dynamic Anchor Queries
    ECCV 2024 ·
    Yikang Zhou
    ,
    Tao Zhang
    ,
    Shunping Ji
    , Shuicheng Yan,
    Xiangtai Li
  42. InceptionNeXt: When Inception Meets ConvNeXt
    CVPR 2024 ·
    Weihao Yu
    ,
    Pan Zhou
    , Shuicheng Yan,
    Xinchao Wang
  43. LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement
    EMNLP 2024 ·
    Jiahao Ying
    ,
    Mingbao Lin
    ,
    Yixin Cao
    ,
    Wei Tang
    ,
    Bo Wang
    ,
    Qianru Sun
    ,
    Xuanjing Huang
    , Shuicheng Yan
  44. MVGamba: Unify 3D Content Generation as State Space Sequence Modeling
    NeurIPS 2024 ·
    Xuanyu Yi
    ,
    Zike Wu
    ,
    Qiuhong Shen
    ,
    Qingshan Xu
    ,
    Pan Zhou
    ,
    Joo-Hwee Lim
    , Shuicheng Yan,
    Xinchao Wang
    ,
    Hanwang Zhang
  45. Non-confusing Generation of Customized Concepts in Diffusion Models
    ICML 2024 ·
    Wang Lin
    ,
    Jingyuan Chen
    ,
    Jiaxin Shi
    ,
    Yichen Zhu
    ,
    Chen Liang
    ,
    Junzhong Miao
    ,
    Tao Jin
    ,
    Zhou Zhao
    ,
    Fei Wu
    , Shuicheng Yan,
    Hanwang Zhang
  46. OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
    NeurIPS 2024 ·
    Tao Zhang
    ,
    Xiangtai Li
    ,
    Hao Fei
    ,
    Haobo Yuan
    ,
    Shengqiong Wu
    ,
    Shunping Ji
    ,
    Chen Change Loy
    , Shuicheng Yan
  47. Region-Native Visual Tokenization
    ECCV 2024 ·
    Meng Wang
    ,
    Yuyao Huang
    ,
    Henghui Ding
    ,
    Xinlong Wang
    ,
    Tiejun Huang
    ,
    Yao Zhao
    ,
    Yunchao Wei
    , Shuicheng Yan
  48. Reinforcement Learning from Diverse Human Preferences
    IJCAI 2024 ·
    Wanqi Xue
    ,
    Bo An
    , Shuicheng Yan,
    Zhongwen Xu
  49. Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
    NeurIPS 2024 ·
    Hao Fei
    ,
    Shengqiong Wu
    ,
    Hanwang Zhang
    ,
    Tat-Seng Chua
    , Shuicheng Yan