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

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Venues

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

Frequent coauthors

Hao Fei
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Guibin Zhang
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Hao Yang
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Zhifei Xie
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Shengqiong Wu
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Bohan Zeng
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Peng Jin
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Tao Zhang
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Zhenghai Xue
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Wang Lin
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Jiahao Ying
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Fangda Ye
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Papers

  1. Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation
    ACL 2026 ·
    Fangda Ye
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  2. EvoRoute: Experience-Driven Self-Routing LLM Agent Systems
    ACL 2026 ·
    Guibin Zhang
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  3. PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification
    AAAI 2026 ·
    Hao Yang
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  4. AR 2O Painter: An Artistic Oriented Realtime Realistic Oil Painting Agent Powered by Efficient Fluid Simulation
    ACM MM 2025 ·
    Jinfan Liu
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  5. AgentStudio: A Toolkit for Building General Virtual Agents
    ICLR 2025 ·
    Longtao Zheng
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  6. Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models
    EMNLP 2025 ·
    Zhifei Xie
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  7. Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation
    ICCV 2025 ·
    Gang Dai
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  8. Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning
    AAAI 2025 ·
    Shengqiong Wu
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  9. Cradle: Empowering Foundation Agents towards General Computer Control
    ICML 2025 ·
    Weihao Tan
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  10. EasyInv: Toward Fast and Better DDIM Inversion
    ICML 2025 ·
    Ziyue Zhang
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  11. EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
    ACM MM 2025 ·
    Bohan Zeng
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  12. Explore In-Context Segmentation via Latent Diffusion Models
    AAAI 2025 ·
    Chaoyang Wang
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  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
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  14. G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
    NeurIPS 2025 ·
    Guibin Zhang
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  15. IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts
    ICLR 2025 ·
    Bohan Zeng
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  16. JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent
    NeurIPS 2025 ·
    Yunlong Lin
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  17. JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation
    NeurIPS 2025 ·
    Kai Liu
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  18. MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes
    ICCV 2025 ·
    Xinjie Zhang
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  19. Masks Can be Learned as an Alternative to Experts
    ACL 2025 ·
    Peiyu Liu
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  20. Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
    ICLR 2025 ·
    Jinbin Bai
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  21. MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts
    ICLR 2025 ·
    Peng Jin
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  22. MoH: Multi-Head Attention as Mixture-of-Head Attention
    ICML 2025 ·
    Peng Jin
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  23. On Path to Multimodal Generalist: General-Level and General-Bench
    ICML 2025 ·
    Hao Fei
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  24. Pask: Providing Answer before AsKing toward Proactive AI agent
    ACM MM 2025 ·
    Zhifei Xie
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  25. Point Cloud Mamba: Point Cloud Learning via State Space Model
    AAAI 2025 ·
    Tao Zhang
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  26. PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model
    AAAI 2025 ·
    Hao Yang
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  27. Poison-splat: Computation Cost Attack on 3D Gaussian Splatting
    ICLR 2025 ·
    Jiahao Lu
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  28. Policy Optimization under Imperfect Human Interactions with Agent-Gated Shared Autonomy
    ICLR 2025 ·
    Zhenghai Xue
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  29. Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning
    ICML 2025 ·
    Zhenghai Xue
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  30. Removing Prompt-template Bias in Reinforcement Learning from Human Feedback
    ACL 2025 ·
    Chaojie Wang
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  31. RoboCerebra: A Large-scale Benchmark for Long-horizon Robotic Manipulation Evaluation
    NeurIPS 2025 ·
    Songhao Han
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  32. SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
    ICLR 2025 ·
    Ling Yang
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  33. Towards Semantic Equivalence of Tokenization in Multimodal LLM
    ICLR 2025 ·
    Shengqiong Wu
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  34. Action Imitation in Common Action Space for Customized Action Image Synthesis
    NeurIPS 2024 ·
    Wang Lin
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  35. Auto-Encoding Morph-Tokens for Multimodal LLM
    ICML 2024 ·
    Kaihang Pan
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  36. Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models
    NeurIPS 2024 ·
    Jiahao Ying
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  37. BAFFLE: A Baseline of Backpropagation-Free Federated Learning
    ECCV 2024 ·
    Haozhe Feng
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  38. DGMamba: Domain Generalization via Generalized State Space Model
    ACM MM 2024 ·
    Shaocong Long
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  39. From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond
    ACM MM 2024 ·
    Hao Fei
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  40. Generative AI in Multimedia: Challenges and Opportunities for Academic and Industrial Impact
    ACM MM 2024 ·
    Zi Helen Huang
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  41. Improving Video Segmentation via Dynamic Anchor Queries
    ECCV 2024 ·
    Yikang Zhou
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  42. InceptionNeXt: When Inception Meets ConvNeXt
    CVPR 2024 ·
    Weihao Yu
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  43. LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement
    EMNLP 2024 ·
    Jiahao Ying
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  44. MVGamba: Unify 3D Content Generation as State Space Sequence Modeling
    NeurIPS 2024 ·
    Xuanyu Yi
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  45. Non-confusing Generation of Customized Concepts in Diffusion Models
    ICML 2024 ·
    Wang Lin
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  46. OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
    NeurIPS 2024 ·
    Tao Zhang
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  47. Region-Native Visual Tokenization
    ECCV 2024 ·
    Meng Wang
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  48. Reinforcement Learning from Diverse Human Preferences
    IJCAI 2024 ·
    Wanqi Xue
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  49. Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
    NeurIPS 2024 ·
    Hao Fei
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