PPaperPicks

Gao Huang

Tsinghua University, Department of Automation, BNRist, Beijing, China

60 papers at tracked venues · 46 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7251-0988 ↗Google Scholar ↗Homepage ↗

Venues

CVPR ×14NeurIPS ×14ECCV ×8ICLR ×6AAAI ×5ACL ×2ICCV ×2ICML ×2IROS ×2MICCAI ×2ACM MM ×1EACL ×1NAACL ×1

Frequent coauthors

Shiji Song
×23
Yizeng Han
×13
Andrew Zhao
×10
Jiayi Guo
×10
Yang Yue
×9
Yulin Wang
×9
Yifan Pu
×8
Dongchen Han
×7
Shenzhi Wang
×7
Zanlin Ni
×7
Xiu Li
×6
Rui Lu
×6

Papers

  1. Are My Optimized Prompts Compromised? Exploring Vulnerabilities of LLM-based Optimizers
    EACL 2026 ·
    Andrew Zhao
    ,
    Reshmi Ghosh
    ,
    Vitor Carvalho
    ,
    Emily Lawton
    ,
    Keegan Hines
    , Gao Huang,
    Jack W. Stokes
  2. SpatialActor: Exploring Disentangled Spatial Representations for Robust Robotic Manipulation
    AAAI 2026 ·
    Hao Shi
    ,
    Bin Xie
    ,
    Yingfei Liu
    ,
    Yang Yue
    ,
    Tiancai Wang
    ,
    Haoqiang Fan
    ,
    Xiangyu Zhang
    , Gao Huang
  3. Vision Transformers Are Circulant Attention Learners
    AAAI 2026 ·
    Dongchen Han
    ,
    Tianyu Li
    ,
    Ziyi Wang
    , Gao Huang
  4. 4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models
    CVPR 2025 ·
    Wanhua Li
    ,
    Renping Zhou
    ,
    Jiawei Zhou
    ,
    Yingwei Song
    ,
    Johannes Herter
    ,
    Minghan Qin
    , Gao Huang,
    Hanspeter Pfister
  5. ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
    CVPR 2025 ·
    Yifan Pu
    ,
    Yiming Zhao
    ,
    Zhicong Tang
    ,
    Ruihong Yin
    ,
    Haoxing Ye
    ,
    Yuhui Yuan
    ,
    Dong Chen
    ,
    Jianmin Bao
    ,
    Sirui Zhang
    ,
    Yanbin Wang
    ,
    Lin Liang
    ,
    Lijuan Wang
    ,
    Ji Li
    ,
    Xiu Li
    ,
    Zhouhui Lian
    , Gao Huang,
    Baining Guo
  6. Absolute Zero: Reinforced Self-play Reasoning with Zero Data
    NeurIPS 2025 ·
    Andrew Zhao
    ,
    Yiran Wu
    ,
    Tong Wu
    ,
    Quentin Xu
    ,
    Yang Yue
    ,
    Matthieu Lin
    ,
    Shenzhi Wang
    ,
    Qingyun Wu
    ,
    Zilong Zheng
    , Gao Huang
  7. Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
    NeurIPS 2025 ·
    Shenzhi Wang
    ,
    Le Yu
    ,
    Chang Gao
    ,
    Chujie Zheng
    ,
    Shixuan Liu
    ,
    Rui Lu
    ,
    Kai Dang
    ,
    Xiong-Hui Chen
    ,
    Jianxin Yang
    ,
    Zhenru Zhang
    ,
    Yuqiong Liu
    ,
    An Yang
    ,
    Andrew Zhao
    ,
    Yang Yue
    ,
    Shiji Song
    ,
    Bowen Yu
    , Gao Huang,
    Junyang Lin
  8. CODA: Repurposing Continuous VAEs for Discrete Tokenization
    ICCV 2025 ·
    Zeyu Liu
    ,
    Zanlin Ni
    ,
    Yeguo Hua
    ,
    Xin Deng
    ,
    Xiao Ma
    ,
    Cheng Zhong
    , Gao Huang
  9. CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning
    CVPR 2025 ·
    Yang Yue
    ,
    Yulin Wang
    ,
    Chenxin Tao
    ,
    Pan Liu
    ,
    Shiji Song
    , Gao Huang
  10. DTOS: Dynamic Time Object Sensing with Large Multimodal Model
    CVPR 2025 ·
    Jirui Tian
    ,
    Jinrong Zhang
    ,
    Shenglan Liu
    ,
    Luhao Xu
    ,
    Zhixiong Huang
    , Gao Huang
  11. DenseGrounding: Improving Dense Language-Vision Semantics for Ego-centric 3D Visual Grounding
    ICLR 2025 ·
    Henry Zheng
    ,
    Hao Shi
    ,
    Qihang Peng
    ,
    Yong Xien Chng
    ,
    Rui Huang
    ,
    Yepeng Weng
    ,
    Zhongchao Shi
    , Gao Huang
  12. Differential Transformer
    ICLR 2025 ·
    Tianzhu Ye
    ,
    Li Dong
    ,
    Yuqing Xia
    ,
    Yutao Sun
    ,
    Yi Zhu
    , Gao Huang,
    Furu Wei
  13. DiveR-CT: Diversity-enhanced Red Teaming Large Language Model Assistants with Relaxing Constraints
    AAAI 2025 ·
    Andrew Zhao
    ,
    Quentin Xu
    ,
    Matthieu Lin
    ,
    Shenzhi Wang
    ,
    Yong-Jin Liu
    ,
    Zilong Zheng
    , Gao Huang
  14. Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
    NeurIPS 2025 ·
    Zhiqi Chen
    ,
    Rui Lu
    ,
    Andrew Zhao
    ,
    Zhaokai Wang
    ,
    Yang Yue
    ,
    Shiji Song
    , Gao Huang
  15. DyMoDreamer: World Modeling with Dynamic Modulation
    NeurIPS 2025 ·
    Boxuan Zhang
    ,
    Runqing Wang
    ,
    Wei Xiao
    ,
    Weipu Zhang
    ,
    Jian Sun
    , Gao Huang,
    Jie Chen
    ,
    Gang Wang
  16. Dynamic Diffusion Transformer
    ICLR 2025 ·
    Wangbo Zhao
    ,
    Yizeng Han
    ,
    Jiasheng Tang
    ,
    Kai Wang
    ,
    Yibing Song
    , Gao Huang,
    Fan Wang
    ,
    Yang You
  17. EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance
    CVPR 2025 ·
    Yang Yue
    ,
    Yulin Wang
    ,
    Haojun Jiang
    ,
    Pan Liu
    ,
    Shiji Song
    , Gao Huang
  18. Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment
    CVPR 2025 ·
    Jiayi Guo
    ,
    Junhao Zhao
    ,
    Chaoqun Du
    ,
    Yulin Wang
    ,
    Chunjiang Ge
    ,
    Zanlin Ni
    ,
    Shiji Song
    ,
    Humphrey Shi
    , Gao Huang
  19. GridMix: Exploring Spatial Modulation for Neural Fields in PDE Modeling
    ICLR 2025 ·
    Honghui Wang
    ,
    Shiji Song
    , Gao Huang
  20. HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding
    CVPR 2025 ·
    Chenxin Tao
    ,
    Shiqian Su
    ,
    Xizhou Zhu
    ,
    Chenyu Zhang
    ,
    Zhe Chen
    ,
    Jiawen Liu
    ,
    Wenhai Wang
    ,
    Lewei Lu
    , Gao Huang,
    Yu Qiao
    ,
    Jifeng Dai
  21. How Far Is Video Generation from World Model: A Physical Law Perspective
    ICML 2025 ·
    Bingyi Kang
    ,
    Yang Yue
    ,
    Rui Lu
    ,
    Zhijie Lin
    ,
    Yang Zhao
    ,
    Kaixin Wang
    , Gao Huang,
    Jiashi Feng
  22. IMG: Calibrating Diffusion Models via Implicit Multimodal Guidance
    ICCV 2025 ·
    Jiayi Guo
    ,
    Chuanhao Yan
    ,
    Xingqian Xu
    ,
    Yulin Wang
    ,
    Kai Wang
    , Gao Huang,
    Humphrey Shi
  23. Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials
    NeurIPS 2025 ·
    Yifan Pu
    ,
    Jixuan Ying
    ,
    Qixiu Li
    ,
    Tianzhu Ye
    ,
    Dongchen Han
    ,
    Xiaochen Wang
    ,
    Ziyi Wang
    ,
    Xinyu Shao
    , Gao Huang,
    Xiu Li
  24. Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing
    NAACL 2025 ·
    Huanqian Wang
    ,
    Yang Yue
    ,
    Rui Lu
    ,
    Jingxin Shi
    ,
    Andrew Zhao
    ,
    Shenzhi Wang
    ,
    Shiji Song
    , Gao Huang
  25. ProxyTransformation: Preshaping Point Cloud Manifold With Proxy Attention For 3D Visual Grounding
    CVPR 2025 ·
    Qihang Peng
    ,
    Henry Zheng
    , Gao Huang
  26. Towards Understanding Text Hallucination of Diffusion Models via Local Generation Bias
    ICLR 2025 ·
    Rui Lu
    ,
    Runzhe Wang
    ,
    Kaifeng Lyu
    ,
    Xitai Jiang
    , Gao Huang,
    Mengdi Wang
  27. UltraDP: Generalizable Carotid Ultrasound Scanning with Force-Aware Diffusion Policy
    IROS 2025 ·
    Ruoqu Chen
    ,
    Xiangjie Yan
    ,
    Kangchen Lv
    , Gao Huang,
    Zheng Li
    ,
    Xiang Li
  28. Video Perception Models for 3D Scene Synthesis
    NeurIPS 2025 ·
    Rui Huang
    ,
    Guangyao Zhai
    ,
    Zuria Bauer
    ,
    Marc Pollefeys
    ,
    Federico Tombari
    ,
    Leonidas J. Guibas
    , Gao Huang,
    Francis Engelmann
  29. A Unified Interaction Control Framework for Safe Robotic Ultrasound Scanning with Human-Intention-Aware Compliance
    IROS 2024 ·
    Xiangjie Yan
    ,
    Shaqi Luo
    ,
    Yongpeng Jiang
    ,
    Mingrui Yu
    ,
    Chen Chen
    ,
    Senqiang Zhu
    , Gao Huang,
    Shiji Song
    ,
    Xiang Li
  30. ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process
    ICLR 2024 ·
    Changyao Tian
    ,
    Chenxin Tao
    ,
    Jifeng Dai
    ,
    Hao Li
    ,
    Ziheng Li
    ,
    Lewei Lu
    ,
    Xiaogang Wang
    ,
    Hongsheng Li
    , Gao Huang,
    Xizhou Zhu
  31. AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation
    ECCV 2024 ·
    Zanlin Ni
    ,
    Yulin Wang
    ,
    Renping Zhou
    ,
    Rui Lu
    ,
    Jiayi Guo
    ,
    Jinyi Hu
    ,
    Zhiyuan Liu
    ,
    Yuan Yao
    , Gao Huang
  32. Agent Attention: On the Integration of Softmax and Linear Attention
    ECCV 2024 ·
    Dongchen Han
    ,
    Tianzhu Ye
    ,
    Yizeng Han
    ,
    Zhuofan Xia
    ,
    Siyuan Pan
    ,
    Pengfei Wan
    ,
    Shiji Song
    , Gao Huang
  33. Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling
    ACL 2024 ·
    Shenzhi Wang
    ,
    Chang Liu
    ,
    Zilong Zheng
    ,
    Siyuan Qi
    ,
    Shuo Chen
    ,
    Qisen Yang
    ,
    Andrew Zhao
    ,
    Chaofei Wang
    ,
    Shiji Song
    , Gao Huang
  34. Bridging the Divide: Reconsidering Softmax and Linear Attention
    NeurIPS 2024 ·
    Dongchen Han
    ,
    Yifan Pu
    ,
    Zhuofan Xia
    ,
    Yizeng Han
    ,
    Xuran Pan
    ,
    Xiu Li
    ,
    Jiwen Lu
    ,
    Shiji Song
    , Gao Huang
  35. COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
    NeurIPS 2024 ·
    Jiangshan Wang
    ,
    Yue Ma
    ,
    Jiayi Guo
    ,
    Yicheng Xiao
    , Gao Huang,
    Xiu Li
  36. Cardiac Copilot: Automatic Probe Guidance for Echocardiography with World Model
    MICCAI 2024 ·
    Haojun Jiang
    ,
    Zhenguo Sun
    ,
    Ning Jia
    ,
    Meng Li
    ,
    Yu Sun
    ,
    Shaqi Luo
    ,
    Shiji Song
    , Gao Huang
  37. DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution
    NeurIPS 2024 ·
    Yang Yue
    ,
    Yulin Wang
    ,
    Bingyi Kang
    ,
    Yizeng Han
    ,
    Shenzhi Wang
    ,
    Shiji Song
    ,
    Jiashi Feng
    , Gao Huang
  38. Demystify Mamba in Vision: A Linear Attention Perspective
    NeurIPS 2024 ·
    Dongchen Han
    ,
    Ziyi Wang
    ,
    Zhuofan Xia
    ,
    Yizeng Han
    ,
    Yifan Pu
    ,
    Chunjiang Ge
    ,
    Jun Song
    ,
    Shiji Song
    ,
    Bo Zheng
    , Gao Huang
  39. DyFADet: Dynamic Feature Aggregation for Temporal Action Detection
    ECCV 2024 ·
    Le Yang
    ,
    Ziwei Zheng
    ,
    Yizeng Han
    ,
    Hao Cheng
    ,
    Shiji Song
    , Gao Huang,
    Fan Li
  40. Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
    NeurIPS 2024 ·
    Wangbo Zhao
    ,
    Jiasheng Tang
    ,
    Yizeng Han
    ,
    Yibing Song
    ,
    Kai Wang
    , Gao Huang,
    Fan Wang
    ,
    Yang You
  41. ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis
    NeurIPS 2024 ·
    Zanlin Ni
    ,
    Yulin Wang
    ,
    Renping Zhou
    ,
    Yizeng Han
    ,
    Jiayi Guo
    ,
    Zhiyuan Liu
    ,
    Yuan Yao
    , Gao Huang
  42. Efficient Diffusion Transformer with Step-Wise Dynamic Attention Mediators
    ECCV 2024 ·
    Yifan Pu
    ,
    Zhuofan Xia
    ,
    Jiayi Guo
    ,
    Dongchen Han
    ,
    Qixiu Li
    ,
    Duo Li
    ,
    Yuhui Yuan
    ,
    Ji Li
    ,
    Yizeng Han
    ,
    Shiji Song
    , Gao Huang,
    Xiu Li
  43. ExpeL: LLM Agents Are Experiential Learners
    AAAI 2024 ·
    Andrew Zhao
    ,
    Daniel Huang
    ,
    Quentin Xu
    ,
    Matthieu Lin
    ,
    Yong-Jin Liu
    , Gao Huang
  44. Exploring Temporal Feature Correlation for Efficient and Stable Video Semantic Segmentation
    AAAI 2024 ·
    Matthieu Lin
    ,
    Jenny Sheng
    ,
    Yubin Hu
    ,
    Yangguang Li
    ,
    Lu Qi
    ,
    Andrew Zhao
    , Gao Huang,
    Yong-Jin Liu
  45. Exploring Text-to-Motion Generation with Human Preference
    CVPR 2024 ·
    Jenny Sheng
    ,
    Matthieu Lin
    ,
    Andrew Zhao
    ,
    Kevin Pruvost
    ,
    Yu-Hui Wen
    ,
    Yangguang Li
    , Gao Huang,
    Yong-Jin Liu
  46. GRA: Detecting Oriented Objects Through Group-Wise Rotating and Attention
    ECCV 2024 ·
    Jiangshan Wang
    ,
    Yifan Pu
    ,
    Yizeng Han
    ,
    Jiayi Guo
    ,
    Yiru Wang
    ,
    Xiu Li
    , Gao Huang
  47. GSVA: Generalized Segmentation via Multimodal Large Language Models
    CVPR 2024 ·
    Zhuofan Xia
    ,
    Dongchen Han
    ,
    Yizeng Han
    ,
    Xuran Pan
    ,
    Shiji Song
    , Gao Huang
  48. Glyph-ByT5: A Customized Text Encoder for Accurate Visual Text Rendering
    ECCV 2024 ·
    Zeyu Liu
    ,
    Weicong Liang
    ,
    Zhanhao Liang
    ,
    Chong Luo
    ,
    Ji Li
    , Gao Huang,
    Yuhui Yuan
  49. LLaVA-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images
    ECCV 2024 ·
    Zonghao Guo
    ,
    Ruyi Xu
    ,
    Yuan Yao
    ,
    Junbo Cui
    ,
    Zanlin Ni
    ,
    Chunjiang Ge
    ,
    Tat-Seng Chua
    ,
    Zhiyuan Liu
    , Gao Huang
  50. Learning 1D Causal Visual Representation with De-focus Attention Networks
    NeurIPS 2024 ·
    Chenxin Tao
    ,
    Xizhou Zhu
    ,
    Shiqian Su
    ,
    Lewei Lu
    ,
    Changyao Tian
    ,
    Xuan Luo
    , Gao Huang,
    Hongsheng Li
    ,
    Yu Qiao
    ,
    Jie Zhou
    ,
    Jifeng Dai
  51. Mask Grounding for Referring Image Segmentation
    CVPR 2024 ·
    Yong Xien Chng
    ,
    Henry Zheng
    ,
    Yizeng Han
    ,
    Xuchong Qiu
    , Gao Huang
  52. Prompt-Free Diffusion: Taking "Text" Out of Text-to-Image Diffusion Models
    CVPR 2024 ·
    Xingqian Xu
    ,
    Jiayi Guo
    ,
    Zhangyang Wang
    , Gao Huang,
    Irfan Essa
    ,
    Humphrey Shi
  53. PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents
    ACL 2024 ·
    Qisen Yang
    ,
    Zekun Wang
    ,
    Honghui Chen
    ,
    Shenzhi Wang
    ,
    Yifan Pu
    ,
    Xin Gao
    ,
    Wenhao Huang
    ,
    Shiji Song
    , Gao Huang
  54. Rethinking the Architecture Design for Efficient Generic Event Boundary Detection
    ACM MM 2024 ·
    Ziwei Zheng
    ,
    Zechuan Zhang
    ,
    Yulin Wang
    ,
    Shiji Song
    , Gao Huang,
    Le Yang
  55. Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis
    CVPR 2024 ·
    Zanlin Ni
    ,
    Yulin Wang
    ,
    Renping Zhou
    ,
    Jiayi Guo
    ,
    Jinyi Hu
    ,
    Zhiyuan Liu
    ,
    Shiji Song
    ,
    Yuan Yao
    , Gao Huang
  56. Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation Without Manual Labels
    ECCV 2024 ·
    Rui Huang
    ,
    Songyou Peng
    ,
    Ayça Takmaz
    ,
    Federico Tombari
    ,
    Marc Pollefeys
    ,
    Shiji Song
    , Gao Huang,
    Francis Engelmann
  57. SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning
    ICML 2024 ·
    Chaoqun Du
    ,
    Yizeng Han
    , Gao Huang
  58. Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models
    CVPR 2024 ·
    Jiayi Guo
    ,
    Xingqian Xu
    ,
    Yifan Pu
    ,
    Zanlin Ni
    ,
    Chaofei Wang
    ,
    Manushree Vasu
    ,
    Shiji Song
    , Gao Huang,
    Humphrey Shi
  59. Structure-aware World Model for Probe Guidance via Large-scale Self-supervised Pre-train
    MICCAI 2024 ·
    Haojun Jiang
    ,
    Meng Li
    ,
    Zhenguo Sun
    ,
    Ning Jia
    ,
    Yu Sun
    ,
    Shaqi Luo
    ,
    Shiji Song
    , Gao Huang
  60. Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data
    NeurIPS 2024 ·
    Rui Huang
    ,
    Henry Zheng
    ,
    Yan Wang
    ,
    Zhuofan Xia
    ,
    Marco Pavone
    , Gao Huang