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

Lei Bai
×22
Tong He
×17
Peng Ye
×15
Shixiang Tang
×15
Dongzhan Zhou
×13
Di Huang
×12
Tao Chen
×10
Nanqing Dong
×9
Yu Qiao
×9
Xiaoshui Huang
×9
Jie Liu
×8
Di Zhang
×7

Papers

  1. A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement
    ACL 2026 ·
    Shengji Tang
    ,
    Jianjian Cao
    ,
    Weihao Lin
    ,
    Jiale Hong
    ,
    Bo Zhang
    ,
    Shuyue Hu
    ,
    Lei Bai
    ,
    Tao Chen
    , Wanli Ouyang,
    Peng Ye
  2. ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction
    AAAI 2026 ·
    Pengze Li
    ,
    Jiaqi Liu
    ,
    Junchi Yu
    ,
    Lihao Liu
    ,
    Mingyu Ding
    , Wanli Ouyang,
    Shixiang Tang
    ,
    Xi Chen
  3. Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement
    AAAI 2026 ·
    Chongjun Tu
    ,
    Peng Ye
    ,
    Dongzhan Zhou
    ,
    Tao Chen
    , Wanli Ouyang
  4. Nature-Inspired Population-Based Evolution of Large Language Models
    ACL 2026 ·
    Yiqun Zhang
    ,
    Peng Ye
    ,
    Xiaocui Yang
    ,
    Shi Feng
    ,
    Shufei Zhang
    ,
    Lei Bai
    , Wanli Ouyang,
    Shuyue Hu
  5. ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition
    ACL 2026 ·
    Yujie Liu
    ,
    Zonglin Yang
    ,
    Tong Xie
    ,
    Jinjie Ni
    ,
    Ben Gao
    ,
    Yuqiang Li
    ,
    Shixiang Tang
    , Wanli Ouyang,
    Erik Cambria
    ,
    Dongzhan Zhou
  6. VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models
    ACL 2026 ·
    Hanling Zhang
    ,
    Yayu Zhou
    ,
    Tongcheng Fang
    ,
    Zhihang Yuan
    ,
    Guohao Dai
    , Wanli Ouyang,
    Yu Wang
  7. A CLIP-Powered Framework for Robust and Generalizable Data Selection
    ICLR 2025 ·
    Suorong Yang
    ,
    Peng Ye
    , Wanli Ouyang,
    Dongzhan Zhou
    ,
    Furao Shen
  8. Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models
    NeurIPS 2025 ·
    Xiaoyu Zhan
    ,
    Wenxuan Huang
    ,
    Hao Sun
    ,
    Xinyu Fu
    ,
    Changfeng Ma
    ,
    Shaosheng Cao
    ,
    Bohan Jia
    ,
    Shaohui Lin
    ,
    Zhenfei Yin
    ,
    Lei Bai
    , Wanli Ouyang,
    Yuanqi Li
    ,
    Jie Guo
    ,
    Yanwen Guo
  9. Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
    EMNLP 2025 ·
    Haonan He
    ,
    Yuchen Ren
    ,
    Yining Tang
    ,
    Ziyang Xu
    ,
    Junxian Li
    ,
    Minghao Yang
    ,
    Di Zhang
    ,
    Dong Yuan
    ,
    Tao Chen
    ,
    Shufei Zhang
    ,
    Yuqiang Li
    ,
    Nanqing Dong
    , Wanli Ouyang,
    Dongzhan Zhou
    ,
    Peng Ye
  10. Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression
    NeurIPS 2025 ·
    Xiaohui Wang
    ,
    Peng Ye
    ,
    Chenyu Huang
    ,
    Shenghe Zheng
    ,
    Bo Zhang
    ,
    Lei Bai
    , Wanli Ouyang,
    Tao Chen
  11. CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation
    ICCV 2025 ·
    Jianyu Wu
    ,
    Yizhou Wang
    ,
    Xiangyu Yue
    ,
    Xinzhu Ma
    ,
    Jinyang Guo
    ,
    Dongzhan Zhou
    , Wanli Ouyang,
    Shixiang Tang
  12. CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming
    NeurIPS 2025 ·
    Han Deng
    ,
    Yuan Meng
    ,
    Shixiang Tang
    , Wanli Ouyang,
    Xinzhu Ma
  13. CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding
    NeurIPS 2025 ·
    Yuchen Zhou
    ,
    Jiamin Wu
    ,
    Zichen Ren
    ,
    Zhouheng Yao
    ,
    Weiheng Lu
    ,
    Kunyu Peng
    ,
    Qihao Zheng
    ,
    Chunfeng Song
    , Wanli Ouyang,
    Chao Gou
  14. ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
    AAAI 2025 ·
    Junxian Li
    ,
    Di Zhang
    ,
    Xunzhi Wang
    ,
    Zeying Hao
    ,
    Jingdi Lei
    ,
    Qian Tan
    ,
    Cai Zhou
    ,
    Wei Liu
    ,
    Yaotian Yang
    ,
    Xinrui Xiong
    ,
    Weiyun Wang
    ,
    Zhe Chen
    ,
    Wenhai Wang
    ,
    Wei Li
    ,
    Mao Su
    ,
    Shufei Zhang
    , Wanli Ouyang,
    Yuqiang Li
    ,
    Dongzhan Zhou
  15. ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems
    CVPR 2025 ·
    Xiangyuan Xue
    ,
    Zeyu Lu
    ,
    Di Huang
    ,
    Zidong Wang
    , Wanli Ouyang,
    Lei Bai
  16. Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
    CVPR 2025 ·
    Di Zhang
    ,
    Jingdi Lei
    ,
    Junxian Li
    ,
    Xunzhi Wang
    ,
    Yujie Liu
    ,
    Zonglin Yang
    ,
    Jiatong Li
    ,
    Weida Wang
    ,
    Suorong Yang
    ,
    Jianbo Wu
    ,
    Peng Ye
    , Wanli Ouyang,
    Dongzhan Zhou
  17. Depth Any Video with Scalable Synthetic Data
    ICLR 2025 ·
    Honghui Yang
    ,
    Di Huang
    ,
    Wei Yin
    ,
    Chunhua Shen
    ,
    Haifeng Liu
    ,
    Xiaofei He
    ,
    Binbin Lin
    , Wanli Ouyang,
    Tong He
  18. Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback
    ACL 2025 ·
    Jiakang Yuan
    ,
    Xiangchao Yan
    ,
    Bo Zhang
    ,
    Tao Chen
    ,
    Botian Shi
    , Wanli Ouyang,
    Yu Qiao
    ,
    Lei Bai
    ,
    Bowen Zhou
  19. ECLR'25: 2nd Workshop on Efficient Computing Under Limited Resources: Visual Computing
    ICCV 2025 ·
    Jinyang Guo
    ,
    Zhenghao Chen
    ,
    Yuqing Ma
    ,
    Yifu Ding
    ,
    Xianglong Liu
    ,
    Jinman Kim
    , Wanli Ouyang,
    Dacheng Tao
  20. EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds
    ICCV 2025 ·
    Lu Chen
    ,
    Yizhou Wang
    ,
    Shixiang Tang
    ,
    Qianhong Ma
    ,
    Tong He
    , Wanli Ouyang,
    Xiaowei Zhou
    ,
    Hujun Bao
    ,
    Sida Peng
  21. Flow-GRPO: Training Flow Matching Models via Online RL
    NeurIPS 2025 ·
    Jie Liu
    ,
    Gongye Liu
    ,
    Jiajun Liang
    ,
    Yangguang Li
    ,
    Jiaheng Liu
    ,
    Xintao Wang
    ,
    Pengfei Wan
    ,
    Di Zhang
    , Wanli Ouyang
  22. FuncGenFoil: Airfoil Generation and Editing Model in Function Space
    NeurIPS 2025 ·
    Jinouwen Zhang
    ,
    Junjie Ren
    ,
    Qianhong Ma
    ,
    Jianyu Wu
    ,
    Aobo Yang
    ,
    Yan Lu
    ,
    Lu Chen
    ,
    Hairun Xie
    ,
    Jing Wang
    ,
    Miao Zhang
    , Wanli Ouyang,
    Shixiang Tang
  23. GigaGS: 3D Gaussian Based Planar Representation for Large-Scene Surface Reconstruction
    AAAI 2025 ·
    Junyi Chen
    ,
    Weicai Ye
    ,
    Yifan Wang
    ,
    Danpeng Chen
    ,
    Di Huang
    , Wanli Ouyang,
    Guofeng Zhang
    ,
    Yu Qiao
    ,
    Tong He
  24. HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
    ICLR 2025 ·
    Shengji Tang
    ,
    Weicai Ye
    ,
    Peng Ye
    ,
    Weihao Lin
    ,
    Yang Zhou
    ,
    Tao Chen
    , Wanli Ouyang
  25. Human-Centric Foundation Models: Perception, Generation and Agentic Modeling
    IJCAI 2025 ·
    Shixiang Tang
    ,
    Yizhou Wang
    ,
    Lu Chen
    ,
    Yuan Wang
    ,
    Sida Peng
    ,
    Dan Xu
    , Wanli Ouyang
  26. Improving Video Generation with Human Feedback
    NeurIPS 2025 ·
    Jie Liu
    ,
    Gongye Liu
    ,
    Jiajun Liang
    ,
    Ziyang Yuan
    ,
    Xiaokun Liu
    ,
    Mingwu Zheng
    ,
    Xiele Wu
    ,
    Qiulin Wang
    ,
    Menghan Xia
    ,
    Xintao Wang
    ,
    Xiaohong Liu
    ,
    Fei Yang
    ,
    Pengfei Wan
    ,
    Di Zhang
    ,
    Kun Gai
    ,
    Yujiu Yang
    , Wanli Ouyang
  27. LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search
    NAACL 2025 ·
    Di Zhang
    ,
    Jianbo Wu
    ,
    Jingdi Lei
    ,
    Tong Che
    ,
    Jiatong Li
    ,
    Tong Xie
    ,
    Xiaoshui Huang
    ,
    Shufei Zhang
    ,
    Marco Pavone
    ,
    Yuqiang Li
    , Wanli Ouyang,
    Dongzhan Zhou
  28. LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents
    NeurIPS 2025 ·
    Rui Li
    ,
    Zixuan Hu
    ,
    Wenxi Qu
    ,
    Jinouwen Zhang
    ,
    Zhenfei Yin
    ,
    Sha Zhang
    ,
    Xuantuo Huang
    ,
    Hanqing Wang
    ,
    Tai Wang
    ,
    Jiangmiao Pang
    , Wanli Ouyang,
    Lei Bai
    ,
    Wangmeng Zuo
    ,
    Lingyu Duan
    ,
    Dongzhan Zhou
    ,
    Shixiang Tang
  29. Learning to Predict the Future from Monocular Vision for Efficient Human-Aware Navigation
    ICRA 2025 ·
    Yushuang Huang
    ,
    Hao Jiang
    ,
    Zihan Liu
    , Wanli Ouyang,
    Zhaoqi Wang
  30. MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search
    NeurIPS 2025 ·
    Zonglin Yang
    ,
    Wanhao Liu
    ,
    Ben Gao
    ,
    Yujie Liu
    ,
    Wei Li
    ,
    Tong Xie
    ,
    Lidong Bing
    , Wanli Ouyang,
    Erik Cambria
    ,
    Dongzhan Zhou
  31. MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
    ICLR 2025 ·
    Zonglin Yang
    ,
    Wanhao Liu
    ,
    Ben Gao
    ,
    Tong Xie
    ,
    Yuqiang Li
    , Wanli Ouyang,
    Soujanya Poria
    ,
    Erik Cambria
    ,
    Dongzhan Zhou
  32. Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
    ACL 2025 ·
    Haoyang Su
    ,
    Renqi Chen
    ,
    Shixiang Tang
    ,
    Zhenfei Yin
    ,
    Xinzhe Zheng
    ,
    Jinzhe Li
    ,
    Biqing Qi
    ,
    Qi Wu
    ,
    Hui Li
    , Wanli Ouyang,
    Philip Torr
    ,
    Bowen Zhou
    ,
    Nanqing Dong
  33. MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data
    ICML 2025 ·
    Yuqin Dai
    ,
    Zhouheng Yao
    ,
    Chunfeng Song
    ,
    Qihao Zheng
    ,
    Weijian Mai
    ,
    Kunyu Peng
    ,
    Shuai Lu
    , Wanli Ouyang,
    Jian Yang
    ,
    Jiamin Wu
  34. Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis
    AAAI 2025 ·
    Yu Zhu
    ,
    Bo Lei
    ,
    Chunfeng Song
    , Wanli Ouyang,
    Shan Yu
    ,
    Tiejun Huang
  35. Native-Resolution Image Synthesis
    NeurIPS 2025 ·
    Zidong Wang
    ,
    Lei Bai
    ,
    Xiangyu Yue
    , Wanli Ouyang,
    Yiyuan Zhang
  36. Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment
    ICML 2025 ·
    Yu Zhu
    ,
    Chunfeng Song
    , Wanli Ouyang,
    Shan Yu
    ,
    Tiejun Huang
  37. Neuro-3D: Towards 3D Visual Decoding from EEG Signals
    CVPR 2025 ·
    Zhanqiang Guo
    ,
    Jiamin Wu
    ,
    Yonghao Song
    ,
    Jiahui Bu
    ,
    Weijian Mai
    ,
    Qihao Zheng
    , Wanli Ouyang,
    Chunfeng Song
  38. PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs
    NeurIPS 2025 ·
    Xinzhe Zheng
    ,
    Hao Du
    ,
    Fanding Xu
    ,
    Jinzhe Li
    ,
    Zhiyuan Liu
    ,
    Wenkang Wang
    ,
    Tao Chen
    , Wanli Ouyang,
    Stan Z. Li
    ,
    Yan Lu
    ,
    Nanqing Dong
    ,
    Yang Zhang
  39. PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling
    ICLR 2025 ·
    Junchao Gong
    ,
    Siwei Tu
    ,
    Weidong Yang
    ,
    Ben Fei
    ,
    Kun Chen
    ,
    Wenlong Zhang
    ,
    Xiaokang Yang
    , Wanli Ouyang,
    Lei Bai
  40. RH20T-P: A Primitive-Level Robotic Manipulation Dataset towards Composable Generalization Agents in Real-world Scenarios
    IROS 2025 ·
    Zeren Chen
    ,
    Zhelun Shi
    ,
    Xiaoya Lu
    ,
    Lehan He
    ,
    Sucheng Qian
    ,
    Enshen Zhou
    ,
    Zhenfei Yin
    , Wanli Ouyang,
    Jing Shao
    ,
    Yu Qiao
    ,
    Cewu Lu
    ,
    Lu Sheng
  41. ROGRAG: A Robustly Optimized GraphRAG Framework
    ACL 2025 ·
    Zhefan Wang
    ,
    Huanjun Kong
    ,
    Jie Ying
    , Wanli Ouyang,
    Nanqing Dong
  42. Retrieval is Not Enough: Enhancing RAG through Test-Time Critique and Optimization
    NeurIPS 2025 ·
    Jiaqi Wei
    ,
    Hao Zhou
    ,
    Xiang Zhang
    ,
    Di Zhang
    ,
    Zijie Qiu
    ,
    Noah Wei
    ,
    Jinzhe Li
    , Wanli Ouyang,
    Siqi Sun
  43. STAR: A Benchmark for Astronomical Star Fields Super-Resolution
    NeurIPS 2025 ·
    Kuo-Cheng Wu
    ,
    Guohang Zhuang
    ,
    Jinyang Huang
    ,
    Xiang Zhang
    , Wanli Ouyang,
    Yan Lu
  44. Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
    CVPR 2025 ·
    Siwei Tu
    ,
    Ben Fei
    ,
    Weidong Yang
    ,
    Fenghua Ling
    ,
    Hao Chen
    ,
    Zili Liu
    ,
    Kun Chen
    ,
    Hang Fan
    , Wanli Ouyang,
    Lei Bai
  45. ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models
    NeurIPS 2025 ·
    Hongbo Liu
    ,
    Jingwen He
    ,
    Yi Jin
    ,
    Dian Zheng
    ,
    Yuhao Dong
    ,
    Fan Zhang
    ,
    Ziqi Huang
    ,
    Yinan He
    ,
    Weichao Chen
    ,
    Yu Qiao
    , Wanli Ouyang,
    Shengjie Zhao
    ,
    Ziwei Liu
  46. SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling
    ICCV 2025 ·
    Xianglong He
    ,
    Zi-Xin Zou
    ,
    Chia-Hao Chen
    ,
    Yuan-Chen Guo
    ,
    Ding Liang
    ,
    Chun Yuan
    , Wanli Ouyang,
    Yan-Pei Cao
    ,
    Yangguang Li
  47. SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning
    NeurIPS 2025 ·
    Weijian Mai
    ,
    Jiamin Wu
    ,
    Yu Zhu
    ,
    Zhouheng Yao
    ,
    Dongzhan Zhou
    ,
    Andrew Luo
    ,
    Qihao Zheng
    , Wanli Ouyang,
    Chunfeng Song
  48. TAR3D: Creating High-Quality 3D Assets Via Next-Part Prediction
    ICCV 2025 ·
    Xuying Zhang
    ,
    Yutong Liu
    ,
    Yangguang Li
    ,
    Renrui Zhang
    ,
    Yufei Liu
    ,
    Kai Wang
    , Wanli Ouyang,
    Zhiwei Xiong
    ,
    Peng Gao
    ,
    Qibin Hou
    ,
    Ming-Ming Cheng
  49. Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection
    AAAI 2025 ·
    Dingning Liu
    ,
    Jinzhe Li
    ,
    Haoyang Su
    ,
    Bei Cui
    ,
    Zhihui Wang
    ,
    Qingbo Yuan
    , Wanli Ouyang,
    Nanqing Dong
  50. Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
    NeurIPS 2025 ·
    Xiaoyu Yue
    ,
    Zidong Wang
    ,
    Yuqing Wang
    ,
    Wenlong Zhang
    ,
    Xihui Liu
    , Wanli Ouyang,
    Lei Bai
    ,
    Luping Zhou
  51. UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines
    CVPR 2025 ·
    Chen Tang
    ,
    Xinzhu Ma
    ,
    Encheng Su
    ,
    Xiufeng Song
    ,
    Xiaohong Liu
    ,
    Wei-Hong Li
    ,
    Lei Bai
    , Wanli Ouyang,
    Xiangyu Yue
  52. Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes using Protein Language Models
    NeurIPS 2025 ·
    Yuanxi Yu
    ,
    Fan Jiang
    ,
    Xinzhu Ma
    ,
    Liang Zhang
    ,
    Bozitao Zhong
    , Wanli Ouyang,
    Guisheng Fan
    ,
    Huiqun Yu
    ,
    Liang Hong
    ,
    Mingchen Li
  53. WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning
    ICLR 2025 ·
    Xiangyu Zhao
    ,
    Zhiwang Zhou
    ,
    Wenlong Zhang
    ,
    Yihao Liu
    ,
    Xiangyu Chen
    ,
    Junchao Gong
    ,
    Hao Chen
    ,
    Ben Fei
    ,
    Shiqi Chen
    , Wanli Ouyang,
    Xiao-Ming Wu
    ,
    Lei Bai
  54. Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction
    ICLR 2025 ·
    Junyi Chen
    ,
    Di Huang
    ,
    Weicai Ye
    , Wanli Ouyang,
    Tong He
  55. scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integration
    NeurIPS 2025 ·
    Jianle Sun
    ,
    Chaoqi Liang
    ,
    Ran Wei
    ,
    Peng Zheng
    ,
    Lei Bai
    , Wanli Ouyang,
    Hongliang Yan
    ,
    Peng Ye
  56. A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning
    AAAI 2024 ·
    Yinmin Zhang
    ,
    Jie Liu
    ,
    Chuming Li
    ,
    Yazhe Niu
    ,
    Yaodong Yang
    ,
    Yu Liu
    , Wanli Ouyang
  57. AFBench: A Large-scale Benchmark for Airfoil Design
    NeurIPS 2024 ·
    Jian Liu
    ,
    Jianyu Wu
    ,
    Hairun Xie
    ,
    Guoqing Zhang
    ,
    Jing Wang
    ,
    Wei Liu
    , Wanli Ouyang,
    Junjun Jiang
    ,
    Xianming Liu
    ,
    Shixiang Tang
    ,
    Miao Zhang
  58. Agent3D-Zero: An Agent for Zero-Shot 3D Understanding
    ECCV 2024 ·
    Sha Zhang
    ,
    Di Huang
    ,
    Jiajun Deng
    ,
    Shixiang Tang
    , Wanli Ouyang,
    Tong He
    ,
    Yanyong Zhang
  59. An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding
    IJCAI 2024 ·
    Renqi Chen
    ,
    Wenwei Han
    ,
    Haohao Zhang
    ,
    Haoyang Su
    ,
    Zhefan Wang
    ,
    Xiaolei Liu
    ,
    Hao Jiang
    , Wanli Ouyang,
    Nanqing Dong
  60. BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
    NeurIPS 2024 ·
    Yuchen Ren
    ,
    Zhiyuan Chen
    ,
    Lifeng Qiao
    ,
    Hongtai Jing
    ,
    Yuchen Cai
    ,
    Sheng Xu
    ,
    Peng Ye
    ,
    Xinzhu Ma
    ,
    Siqi Sun
    ,
    Hongliang Yan
    ,
    Dong Yuan
    , Wanli Ouyang,
    Xihui Liu
  61. Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization
    ACL 2024 ·
    Zhanhui Zhou
    ,
    Jie Liu
    ,
    Jing Shao
    ,
    Xiangyu Yue
    ,
    Chao Yang
    , Wanli Ouyang,
    Yu Qiao
  62. Boosting Residual Networks with Group Knowledge
    AAAI 2024 ·
    Shengji Tang
    ,
    Peng Ye
    ,
    Baopu Li
    ,
    Weihao Lin
    ,
    Tao Chen
    ,
    Tong He
    ,
    Chong Yu
    , Wanli Ouyang
  63. CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling
    ICML 2024 ·
    Junchao Gong
    ,
    Lei Bai
    ,
    Peng Ye
    ,
    Wanghan Xu
    ,
    Na Liu
    ,
    Jianhua Dai
    ,
    Xiaokang Yang
    , Wanli Ouyang
  64. ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models
    ACL 2024 ·
    Yanan Wu
    ,
    Jie Liu
    ,
    Xingyuan Bu
    ,
    Jiaheng Liu
    ,
    Zhanhui Zhou
    ,
    Yuanxing Zhang
    ,
    Chenchen Zhang
    ,
    Zhiqi Bai
    ,
    Haibin Chen
    ,
    Tiezheng Ge
    , Wanli Ouyang,
    Wenbo Su
    ,
    Bo Zheng
  65. ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing
    AAAI 2024 ·
    Zhi Jin
    ,
    Sheng Xu
    ,
    Xiang Zhang
    ,
    Tianze Ling
    ,
    Nanqing Dong
    , Wanli Ouyang,
    Zhiqiang Gao
    ,
    Cheng Chang
    ,
    Siqi Sun
  66. Dense Connector for MLLMs
    NeurIPS 2024 ·
    Huanjin Yao
    ,
    Wenhao Wu
    ,
    Taojiannan Yang
    ,
    Yuxin Song
    ,
    Mengxi Zhang
    ,
    Haocheng Feng
    ,
    Yifan Sun
    ,
    Zhiheng Li
    , Wanli Ouyang,
    Jingdong Wang
  67. DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM
    ECCV 2024 ·
    Yixuan Wu
    ,
    Yizhou Wang
    ,
    Shixiang Tang
    ,
    Wenhao Wu
    ,
    Tong He
    , Wanli Ouyang,
    Philip Torr
    ,
    Jian Wu
  68. DiffBIR: Toward Blind Image Restoration with Generative Diffusion Prior
    ECCV 2024 ·
    Xinqi Lin
    ,
    Jingwen He
    ,
    Ziyan Chen
    ,
    Zhaoyang Lyu
    ,
    Bo Dai
    ,
    Fanghua Yu
    ,
    Yu Qiao
    , Wanli Ouyang,
    Chao Dong
  69. DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion
    NeurIPS 2024 ·
    Weicai Ye
    ,
    Chenhao Ji
    ,
    Zheng Chen
    ,
    Junyao Gao
    ,
    Xiaoshui Huang
    ,
    Song-Hai Zhang
    , Wanli Ouyang,
    Tong He
    ,
    Cairong Zhao
    ,
    Guofeng Zhang
  70. EMR-Merging: Tuning-Free High-Performance Model Merging
    NeurIPS 2024 ·
    Chenyu Huang
    ,
    Peng Ye
    ,
    Tao Chen
    ,
    Tong He
    ,
    Xiangyu Yue
    , Wanli Ouyang
  71. Empowering and Assessing the Utility of Large Language Models in Crop Science
    NeurIPS 2024 ·
    Hang Zhang
    ,
    Jiawei Sun
    ,
    Renqi Chen
    ,
    Wei Liu
    ,
    Zhonghang Yuan
    ,
    Xinzhe Zheng
    ,
    Zhefan Wang
    ,
    Zhiyuan Yang
    ,
    Hang Yan
    ,
    Han-Sen Zhong
    ,
    Xiqing Wang
    , Wanli Ouyang,
    Fan Yang
    ,
    Nanqing Dong
  72. Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!
    ACL 2024 ·
    Zhanhui Zhou
    ,
    Jie Liu
    ,
    Zhichen Dong
    ,
    Jiaheng Liu
    ,
    Chao Yang
    , Wanli Ouyang,
    Yu Qiao
  73. FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
    NeurIPS 2024 ·
    Kun Chen
    ,
    Peng Ye
    ,
    Hao Chen
    ,
    Kang Chen
    ,
    Tao Han
    , Wanli Ouyang,
    Tao Chen
    ,
    Lei Bai
  74. FiT: Flexible Vision Transformer for Diffusion Model
    ICML 2024 ·
    Zeyu Lu
    ,
    Zidong Wang
    ,
    Di Huang
    ,
    Chengyue Wu
    ,
    Xihui Liu
    , Wanli Ouyang,
    Lei Bai
  75. Frozen CLIP Transformer Is an Efficient Point Cloud Encoder
    AAAI 2024 ·
    Xiaoshui Huang
    ,
    Zhou Huang
    ,
    Sheng Li
    ,
    Wentao Qu
    ,
    Tong He
    ,
    Yuenan Hou
    ,
    Yifan Zuo
    , Wanli Ouyang
  76. GVGEN: Text-to-3D Generation with Volumetric Representation
    ECCV 2024 ·
    Xianglong He
    ,
    Junyi Chen
    ,
    Sida Peng
    ,
    Di Huang
    ,
    Yangguang Li
    ,
    Xiaoshui Huang
    ,
    Chun Yuan
    , Wanli Ouyang,
    Tong He
  77. Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
    NeurIPS 2024 ·
    Wanghan Xu
    ,
    Fenghua Ling
    ,
    Wenlong Zhang
    ,
    Tao Han
    ,
    Hao Chen
    , Wanli Ouyang,
    Lei Bai
  78. GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models
    EMNLP 2024 ·
    Shilong Li
    ,
    Yancheng He
    ,
    Hangyu Guo
    ,
    Xingyuan Bu
    ,
    Ge Bai
    ,
    Jie Liu
    ,
    Jiaheng Liu
    ,
    Xingwei Qu
    ,
    Yangguang Li
    , Wanli Ouyang,
    Wenbo Su
    ,
    Bo Zheng
  79. Instruct-ReID: A Multi-Purpose Person Re-Identification Task with Instructions
    CVPR 2024 ·
    Weizhen He
    ,
    Yiheng Deng
    ,
    Shixiang Tang
    ,
    Qihao Chen
    ,
    Qingsong Xie
    ,
    Yizhou Wang
    ,
    Lei Bai
    ,
    Feng Zhu
    ,
    Rui Zhao
    , Wanli Ouyang,
    Donglian Qi
    ,
    Yunfeng Yan
  80. LOCR: Location-Guided Transformer for Optical Character Recognition
    EMNLP 2024 ·
    Yu Sun
    ,
    Dongzhan Zhou
    ,
    Chen Lin
    ,
    Conghui He
    , Wanli Ouyang,
    Han-Sen Zhong
  81. Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT
    NeurIPS 2024 ·
    Le Zhuo
    ,
    Ruoyi Du
    ,
    Han Xiao
    ,
    Yangguang Li
    ,
    Dongyang Liu
    ,
    Rongjie Huang
    ,
    Wenze Liu
    ,
    Xiangyang Zhu
    ,
    Fu-Yun Wang
    ,
    Zhanyu Ma
    ,
    Xu Luo
    ,
    Zehan Wang
    ,
    Kaipeng Zhang
    ,
    Lirui Zhao
    ,
    Si Liu
    ,
    Xiangyu Yue
    , Wanli Ouyang,
    Yu Qiao
    ,
    Hongsheng Li
    ,
    Peng Gao
  82. MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues
    ACL 2024 ·
    Ge Bai
    ,
    Jie Liu
    ,
    Xingyuan Bu
    ,
    Yancheng He
    ,
    Jiaheng Liu
    ,
    Zhanhui Zhou
    ,
    Zhuoran Lin
    ,
    Wenbo Su
    ,
    Tiezheng Ge
    ,
    Bo Zheng
    , Wanli Ouyang
  83. Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
    NeurIPS 2024 ·
    Lifeng Qiao
    ,
    Peng Ye
    ,
    Yuchen Ren
    ,
    Weiqiang Bai
    ,
    Chaoqi Liang
    ,
    Xinzhu Ma
    ,
    Nanqing Dong
    , Wanli Ouyang
  84. MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators
    AAAI 2024 ·
    Yaqi Zhang
    ,
    Di Huang
    ,
    Bin Liu
    ,
    Shixiang Tang
    ,
    Yan Lu
    ,
    Lu Chen
    ,
    Lei Bai
    ,
    Qi Chu
    ,
    Nenghai Yu
    , Wanli Ouyang
  85. NeuRodin: A Two-stage Framework for High-Fidelity Neural Surface Reconstruction
    NeurIPS 2024 ·
    Yifan Wang
    ,
    Di Huang
    ,
    Weicai Ye
    ,
    Guofeng Zhang
    , Wanli Ouyang,
    Tong He
  86. Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE
    ICLR 2024 ·
    Zeren Chen
    ,
    Ziqin Wang
    ,
    Zhen Wang
    ,
    Huayang Liu
    ,
    Zhenfei Yin
    ,
    Si Liu
    ,
    Lu Sheng
    , Wanli Ouyang,
    Jing Shao
  87. Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning
    NeurIPS 2024 ·
    Haoyi Zhu
    ,
    Yating Wang
    ,
    Di Huang
    ,
    Weicai Ye
    , Wanli Ouyang,
    Tong He
  88. Point Cloud Pre-Training with Diffusion Models
    CVPR 2024 ·
    Xiao Zheng
    ,
    Xiaoshui Huang
    ,
    Guofeng Mei
    ,
    Yuenan Hou
    ,
    Zhaoyang Lyu
    ,
    Bo Dai
    , Wanli Ouyang,
    Yongshun Gong
  89. Point Transformer V3: Simpler, Faster, Stronger
    CVPR 2024 ·
    Xiaoyang Wu
    ,
    Li Jiang
    ,
    Peng-Shuai Wang
    ,
    Zhijian Liu
    ,
    Xihui Liu
    ,
    Yu Qiao
    , Wanli Ouyang,
    Tong He
    ,
    Hengshuang Zhao
  90. PredBench: Benchmarking Spatio-Temporal Prediction Across Diverse Disciplines
    ECCV 2024 ·
    Zidong Wang
    ,
    Zeyu Lu
    ,
    Di Huang
    ,
    Tong He
    ,
    Xihui Liu
    , Wanli Ouyang,
    Lei Bai
  91. ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention
    NeurIPS 2024 ·
    Mingchen Li
    ,
    Yang Tan
    ,
    Xinzhu Ma
    ,
    Bozitao Zhong
    ,
    Huiqun Yu
    ,
    Ziyi Zhou
    , Wanli Ouyang,
    Bingxin Zhou
    ,
    Pan Tan
    ,
    Liang Hong
  92. RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models
    ACL 2024 ·
    Noah Wang
    ,
    Zhongyuan Peng
    ,
    Haoran Que
    ,
    Jiaheng Liu
    ,
    Wangchunshu Zhou
    ,
    Yuhan Wu
    ,
    Hongcheng Guo
    ,
    Ruitong Gan
    ,
    Zehao Ni
    ,
    Jian Yang
    ,
    Man Zhang
    ,
    Zhaoxiang Zhang
    , Wanli Ouyang,
    Ke Xu
    ,
    Wenhao Huang
    ,
    Jie Fu
    ,
    Junran Peng
  93. Semi-supervised 3D Object Detection with PatchTeacher and PillarMix
    AAAI 2024 ·
    Xiaopei Wu
    ,
    Liang Peng
    ,
    Liang Xie
    ,
    Yuenan Hou
    ,
    Binbin Lin
    ,
    Xiaoshui Huang
    ,
    Haifeng Liu
    ,
    Deng Cai
    , Wanli Ouyang
  94. TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation
    CVPR 2024 ·
    Xiaopei Wu
    ,
    Yuenan Hou
    ,
    Xiaoshui Huang
    ,
    Binbin Lin
    ,
    Tong He
    ,
    Xinge Zhu
    ,
    Yuexin Ma
    ,
    Boxi Wu
    ,
    Haifeng Liu
    ,
    Deng Cai
    , Wanli Ouyang
  95. Taming Stable Diffusion for Text to 360° Panorama Image Generation
    CVPR 2024 ·
    Cheng Zhang
    ,
    Qianyi Wu
    ,
    Camilo Cruz Gambardella
    ,
    Xiaoshui Huang
    ,
    Dinh Phung
    , Wanli Ouyang,
    Jianfei Cai
  96. Towards a Self-contained Data-driven Global Weather Forecasting Framework
    ICML 2024 ·
    Yi Xiao
    ,
    Lei Bai
    ,
    Wei Xue
    ,
    Hao Chen
    ,
    Kun Chen
    ,
    Kang Chen
    ,
    Tao Han
    , Wanli Ouyang
  97. UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation
    ECCV 2024 ·
    Zexiang Liu
    ,
    Yangguang Li
    ,
    Youtian Lin
    ,
    Xin Yu
    ,
    Sida Peng
    ,
    Yan-Pei Cao
    ,
    Xiaojuan Qi
    ,
    Xiaoshui Huang
    ,
    Ding Liang
    , Wanli Ouyang
  98. UniPAD: A Universal Pre-Training Paradigm for Autonomous Driving
    CVPR 2024 ·
    Honghui Yang
    ,
    Sha Zhang
    ,
    Di Huang
    ,
    Xiaoyang Wu
    ,
    Haoyi Zhu
    ,
    Tong He
    ,
    Shixiang Tang
    ,
    Hengshuang Zhao
    ,
    Qibo Qiu
    ,
    Binbin Lin
    ,
    Xiaofei He
    , Wanli Ouyang