PPaperPicks

Wanli Ouyang

Chinese University of Hong Kong, Electronic Engineering, Hong Kong

98 papers at tracked venues · 84 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9163-2761 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×31AAAI ×12ACL ×12CVPR ×11ICLR ×8ECCV ×6ICCV ×5ICML ×5EMNLP ×3IJCAI ×2ICRA ×1IROS ×1NAACL ×1

Frequent coauthors

Shengji Tang
DBLP profile ↗ORCID search ↗
×3
Di Zhang
DBLP profile ↗ORCID search ↗
×2
Honghui Yang
DBLP profile ↗ORCID search ↗
×2
Jie Liu
DBLP profile ↗ORCID search ↗
×2
Junyi Chen
DBLP profile ↗ORCID search ↗
×2
Zonglin Yang
DBLP profile ↗ORCID search ↗
×2
Yu Zhu
DBLP profile ↗ORCID search ↗
×2
Zidong Wang
DBLP profile ↗ORCID search ↗
×2
Junchao Gong
DBLP profile ↗ORCID search ↗
×2
Zeren Chen
DBLP profile ↗ORCID search ↗
×2
Xianglong He
DBLP profile ↗ORCID search ↗
×2
Zhanhui Zhou
DBLP profile ↗ORCID search ↗
×2

Papers

  1. A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement
    ACL 2026 ·
    Shengji Tang
    DBLP profile ↗ORCID search ↗
  2. ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction
    AAAI 2026 ·
    Pengze Li
    DBLP profile ↗ORCID search ↗
  3. Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement
    AAAI 2026 ·
    Chongjun Tu
    DBLP profile ↗ORCID search ↗
  4. Nature-Inspired Population-Based Evolution of Large Language Models
    ACL 2026 ·
    Yiqun Zhang
    DBLP profile ↗ORCID search ↗
  5. ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition
    ACL 2026 ·
    Yujie Liu
    DBLP profile ↗ORCID search ↗
  6. VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models
    ACL 2026 ·
    Hanling Zhang
    DBLP profile ↗ORCID search ↗
  7. A CLIP-Powered Framework for Robust and Generalizable Data Selection
    ICLR 2025 ·
    Suorong Yang
    DBLP profile ↗ORCID search ↗
  8. Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models
    NeurIPS 2025 ·
    Xiaoyu Zhan
    DBLP profile ↗ORCID search ↗
  9. Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
    EMNLP 2025 ·
    Haonan He
    DBLP profile ↗ORCID search ↗
  10. Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression
    NeurIPS 2025 ·
    Xiaohui Wang
    DBLP profile ↗ORCID search ↗
  11. CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation
    ICCV 2025 ·
    Jianyu Wu
    DBLP profile ↗ORCID search ↗
  12. CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming
    NeurIPS 2025 ·
    Han Deng
    DBLP profile ↗ORCID search ↗
  13. CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding
    NeurIPS 2025 ·
    Yuchen Zhou
    DBLP profile ↗ORCID search ↗
  14. ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
    AAAI 2025 ·
    Junxian Li
    DBLP profile ↗ORCID search ↗
  15. ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems
    CVPR 2025 ·
    Xiangyuan Xue
    DBLP profile ↗ORCID search ↗
  16. Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
    CVPR 2025 ·
    Di Zhang
    DBLP profile ↗ORCID search ↗
  17. Depth Any Video with Scalable Synthetic Data
    ICLR 2025 ·
    Honghui Yang
    DBLP profile ↗ORCID search ↗
  18. Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback
    ACL 2025 ·
    Jiakang Yuan
    DBLP profile ↗ORCID search ↗
  19. ECLR'25: 2nd Workshop on Efficient Computing Under Limited Resources: Visual Computing
    ICCV 2025 ·
    Jinyang Guo
    DBLP profile ↗ORCID search ↗
  20. EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds
    ICCV 2025 ·
    Lu Chen
    DBLP profile ↗ORCID search ↗
  21. Flow-GRPO: Training Flow Matching Models via Online RL
    NeurIPS 2025 ·
    Jie Liu
    DBLP profile ↗ORCID search ↗
  22. FuncGenFoil: Airfoil Generation and Editing Model in Function Space
    NeurIPS 2025 ·
    Jinouwen Zhang
    DBLP profile ↗ORCID search ↗
  23. GigaGS: 3D Gaussian Based Planar Representation for Large-Scene Surface Reconstruction
    AAAI 2025 ·
    Junyi Chen
    DBLP profile ↗ORCID search ↗
  24. HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
    ICLR 2025 ·
    Shengji Tang
    DBLP profile ↗ORCID search ↗
  25. Human-Centric Foundation Models: Perception, Generation and Agentic Modeling
    IJCAI 2025 ·
    Shixiang Tang
    DBLP profile ↗ORCID search ↗
  26. Improving Video Generation with Human Feedback
    NeurIPS 2025 ·
    Jie Liu
    DBLP profile ↗ORCID search ↗
  27. LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search
    NAACL 2025 ·
    Di Zhang
    DBLP profile ↗ORCID search ↗
  28. LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents
    NeurIPS 2025 ·
    Rui Li
    DBLP profile ↗ORCID search ↗
  29. Learning to Predict the Future from Monocular Vision for Efficient Human-Aware Navigation
    ICRA 2025 ·
    Yushuang Huang
    DBLP profile ↗ORCID search ↗
  30. MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search
    NeurIPS 2025 ·
    Zonglin Yang
    DBLP profile ↗ORCID search ↗
  31. MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
    ICLR 2025 ·
    Zonglin Yang
    DBLP profile ↗ORCID search ↗
  32. Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
    ACL 2025 ·
    Haoyang Su
    DBLP profile ↗ORCID search ↗
  33. MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data
    ICML 2025 ·
    Yuqin Dai
    DBLP profile ↗ORCID search ↗
  34. Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis
    AAAI 2025 ·
    Yu Zhu
    DBLP profile ↗ORCID search ↗
  35. Native-Resolution Image Synthesis
    NeurIPS 2025 ·
    Zidong Wang
    DBLP profile ↗ORCID search ↗
  36. Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment
    ICML 2025 ·
    Yu Zhu
    DBLP profile ↗ORCID search ↗
  37. Neuro-3D: Towards 3D Visual Decoding from EEG Signals
    CVPR 2025 ·
    Zhanqiang Guo
    DBLP profile ↗ORCID search ↗
  38. PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs
    NeurIPS 2025 ·
    Xinzhe Zheng
    DBLP profile ↗ORCID search ↗
  39. PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling
    ICLR 2025 ·
    Junchao Gong
    DBLP profile ↗ORCID search ↗
  40. RH20T-P: A Primitive-Level Robotic Manipulation Dataset towards Composable Generalization Agents in Real-world Scenarios
    IROS 2025 ·
    Zeren Chen
    DBLP profile ↗ORCID search ↗
  41. ROGRAG: A Robustly Optimized GraphRAG Framework
    ACL 2025 ·
    Zhefan Wang
    DBLP profile ↗ORCID search ↗
  42. Retrieval is Not Enough: Enhancing RAG through Test-Time Critique and Optimization
    NeurIPS 2025 ·
    Jiaqi Wei
    DBLP profile ↗ORCID search ↗
  43. STAR: A Benchmark for Astronomical Star Fields Super-Resolution
    NeurIPS 2025 ·
    Kuo-Cheng Wu
    DBLP profile ↗ORCID search ↗
  44. Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
    CVPR 2025 ·
    Siwei Tu
    DBLP profile ↗ORCID search ↗
  45. ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models
    NeurIPS 2025 ·
    Hongbo Liu
    DBLP profile ↗ORCID search ↗
  46. SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling
    ICCV 2025 ·
    Xianglong He
    DBLP profile ↗ORCID search ↗
  47. SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning
    NeurIPS 2025 ·
    Weijian Mai
    DBLP profile ↗ORCID search ↗
  48. TAR3D: Creating High-Quality 3D Assets Via Next-Part Prediction
    ICCV 2025 ·
    Xuying Zhang
    DBLP profile ↗ORCID search ↗
  49. Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection
    AAAI 2025 ·
    Dingning Liu
    DBLP profile ↗ORCID search ↗
  50. Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
    NeurIPS 2025 ·
    Xiaoyu Yue
    DBLP profile ↗ORCID search ↗
  51. UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines
    CVPR 2025 ·
    Chen Tang
    DBLP profile ↗ORCID search ↗
  52. Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes using Protein Language Models
    NeurIPS 2025 ·
    Yuanxi Yu
    DBLP profile ↗ORCID search ↗
  53. WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning
    ICLR 2025 ·
    Xiangyu Zhao
    DBLP profile ↗ORCID search ↗
  54. Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction
    ICLR 2025 ·
    Junyi Chen
    DBLP profile ↗ORCID search ↗
  55. scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integration
    NeurIPS 2025 ·
    Jianle Sun
    DBLP profile ↗ORCID search ↗
  56. A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning
    AAAI 2024 ·
    Yinmin Zhang
    DBLP profile ↗ORCID search ↗
  57. AFBench: A Large-scale Benchmark for Airfoil Design
    NeurIPS 2024 ·
    Jian Liu
    DBLP profile ↗ORCID search ↗
  58. Agent3D-Zero: An Agent for Zero-Shot 3D Understanding
    ECCV 2024 ·
    Sha Zhang
    DBLP profile ↗ORCID search ↗
  59. An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding
    IJCAI 2024 ·
    Renqi Chen
    DBLP profile ↗ORCID search ↗
  60. BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
    NeurIPS 2024 ·
    Yuchen Ren
    DBLP profile ↗ORCID search ↗
  61. Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization
    ACL 2024 ·
    Zhanhui Zhou
    DBLP profile ↗ORCID search ↗
  62. Boosting Residual Networks with Group Knowledge
    AAAI 2024 ·
    Shengji Tang
    DBLP profile ↗ORCID search ↗
  63. CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling
    ICML 2024 ·
    Junchao Gong
    DBLP profile ↗ORCID search ↗
  64. ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models
    ACL 2024 ·
    Yanan Wu
    DBLP profile ↗ORCID search ↗
  65. ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing
    AAAI 2024 ·
    Zhi Jin
    DBLP profile ↗ORCID search ↗
  66. Dense Connector for MLLMs
    NeurIPS 2024 ·
    Huanjin Yao
    DBLP profile ↗ORCID search ↗
  67. DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM
    ECCV 2024 ·
    Yixuan Wu
    DBLP profile ↗ORCID search ↗
  68. DiffBIR: Toward Blind Image Restoration with Generative Diffusion Prior
    ECCV 2024 ·
    Xinqi Lin
    DBLP profile ↗ORCID search ↗
  69. DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion
    NeurIPS 2024 ·
    Weicai Ye
    DBLP profile ↗ORCID search ↗
  70. EMR-Merging: Tuning-Free High-Performance Model Merging
    NeurIPS 2024 ·
    Chenyu Huang
    DBLP profile ↗ORCID search ↗
  71. Empowering and Assessing the Utility of Large Language Models in Crop Science
    NeurIPS 2024 ·
    Hang Zhang
    DBLP profile ↗ORCID search ↗
  72. Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!
    ACL 2024 ·
    Zhanhui Zhou
    DBLP profile ↗ORCID search ↗
  73. FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
    NeurIPS 2024 ·
    Kun Chen
    DBLP profile ↗ORCID search ↗
  74. FiT: Flexible Vision Transformer for Diffusion Model
    ICML 2024 ·
    Zeyu Lu
    DBLP profile ↗ORCID search ↗
  75. Frozen CLIP Transformer Is an Efficient Point Cloud Encoder
    AAAI 2024 ·
    Xiaoshui Huang
    DBLP profile ↗ORCID search ↗
  76. GVGEN: Text-to-3D Generation with Volumetric Representation
    ECCV 2024 ·
    Xianglong He
    DBLP profile ↗ORCID search ↗
  77. Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
    NeurIPS 2024 ·
    Wanghan Xu
    DBLP profile ↗ORCID search ↗
  78. GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models
    EMNLP 2024 ·
    Shilong Li
    DBLP profile ↗ORCID search ↗
  79. Instruct-ReID: A Multi-Purpose Person Re-Identification Task with Instructions
    CVPR 2024 ·
    Weizhen He
    DBLP profile ↗ORCID search ↗
  80. LOCR: Location-Guided Transformer for Optical Character Recognition
    EMNLP 2024 ·
    Yu Sun
    DBLP profile ↗ORCID search ↗
  81. Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT
    NeurIPS 2024 ·
    Le Zhuo
    DBLP profile ↗ORCID search ↗
  82. MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues
    ACL 2024 ·
    Ge Bai
    DBLP profile ↗ORCID search ↗
  83. Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
    NeurIPS 2024 ·
    Lifeng Qiao
    DBLP profile ↗ORCID search ↗
  84. MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators
    AAAI 2024 ·
    Yaqi Zhang
    DBLP profile ↗ORCID search ↗
  85. NeuRodin: A Two-stage Framework for High-Fidelity Neural Surface Reconstruction
    NeurIPS 2024 ·
    Yifan Wang
    DBLP profile ↗ORCID search ↗
  86. Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE
    ICLR 2024 ·
    Zeren Chen
    DBLP profile ↗ORCID search ↗
  87. Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning
    NeurIPS 2024 ·
    Haoyi Zhu
    DBLP profile ↗ORCID search ↗
  88. Point Cloud Pre-Training with Diffusion Models
    CVPR 2024 ·
    Xiao Zheng
    DBLP profile ↗ORCID search ↗
  89. Point Transformer V3: Simpler, Faster, Stronger
    CVPR 2024 ·
    Xiaoyang Wu
    DBLP profile ↗ORCID search ↗
  90. PredBench: Benchmarking Spatio-Temporal Prediction Across Diverse Disciplines
    ECCV 2024 ·
    Zidong Wang
    DBLP profile ↗ORCID search ↗
  91. ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention
    NeurIPS 2024 ·
    Mingchen Li
    DBLP profile ↗ORCID search ↗
  92. RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models
    ACL 2024 ·
    Noah Wang
    DBLP profile ↗ORCID search ↗
  93. Semi-supervised 3D Object Detection with PatchTeacher and PillarMix
    AAAI 2024 ·
    Xiaopei Wu
    DBLP profile ↗ORCID search ↗
  94. TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation
    CVPR 2024 ·
    Xiaopei Wu
    DBLP profile ↗ORCID search ↗
  95. Taming Stable Diffusion for Text to 360° Panorama Image Generation
    CVPR 2024 ·
    Cheng Zhang
    DBLP profile ↗ORCID search ↗
  96. Towards a Self-contained Data-driven Global Weather Forecasting Framework
    ICML 2024 ·
    Yi Xiao
    DBLP profile ↗ORCID search ↗
  97. UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation
    ECCV 2024 ·
    Zexiang Liu
    DBLP profile ↗ORCID search ↗
  98. UniPAD: A Universal Pre-Training Paradigm for Autonomous Driving
    CVPR 2024 ·
    Honghui Yang
    DBLP profile ↗ORCID search ↗