PPaperPicks

Di Huang

32 papers at tracked venues · 29 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Wanli Ouyang
×12
Tong He
×11
Rui Zhang
×10
Xing Hu
×10
Yunji Chen
×10
Qi Guo
×10
Jiaming Guo
×8
Zidong Du
×8
Weicai Ye
×6
Yutong Wu
×4
Xishan Zhang
×4
Lei Bai
×4

Papers

  1. QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression
    AAAI 2026 ·
    Lei Huang
    ,
    Rui Zhang
    ,
    Jiaming Guo
    ,
    Yang Zhang
    , Di Huang,
    Shuyao Cheng
    ,
    Pengwei Jin
    ,
    Chongxiao Li
    ,
    Zidong Du
    ,
    Xing Hu
    ,
    Yunji Chen
    ,
    Qi Guo
  2. QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization
    ACL 2026 ·
    Changxin Ke
    ,
    Rui Zhang
    ,
    Jiaming Guo
    ,
    Yuanbo Wen
    ,
    Li Ding
    ,
    Shuo Wang
    ,
    Xuyuan Zhu
    ,
    Xiong Peng
    , Di Huang,
    Zidong Du
    ,
    Xing Hu
    ,
    Qi Guo
    ,
    Yunji Chen
  3. Revisiting Entropy Regularization: Adaptive Coefficient Unlocks Its Potential for LLM Reinforcement Learning
    ACL 2026 ·
    Xiaoyun Zhang
    ,
    Xiaojian Yuan
    , Di Huang,
    Wang You
    ,
    Chen Hu
    ,
    Jingqing Ruan
    ,
    Kejiang Chen
    ,
    Xing Hu
  4. Rhombus: Incentivizing Coordination in Parallel Thinking through Reinforcement Learning
    ACL 2026 ·
    Ziyuan Nan
    ,
    Qi Yi
    , Di Huang,
    Yutong Wu
    ,
    Guanhua Huang
    ,
    Xue Gong
    ,
    Kejiao Li
    ,
    Yuhao Jiang
    ,
    Chenchen Zhang
    ,
    Zenan Xu
    ,
    Xing Hu
    ,
    Bo Zhou
  5. Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation
    AAAI 2026 ·
    Yu Zhong
    ,
    Zihao Zhang
    ,
    Rui Zhang
    ,
    Lingdong Huang
    ,
    Haihan Gao
    ,
    Shuo Wang
    ,
    Da Li
    ,
    Ruijian Han
    ,
    Jiaming Guo
    ,
    Shaohui Peng
    , Di Huang,
    Yunji Chen
  6. Safety Alignment of Large Language Models via Contrasting Safe and Harmful Distributions
    AAAI 2026 ·
    Xiaoyun Zhang
    ,
    Zhengyue Zhao
    ,
    Wenxuan Shi
    ,
    Kaidi Xu
    , Di Huang,
    Xing Hu
  7. StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs Through Knowledge-Reasoning Fusion
    AAAI 2026 ·
    Yutong Wu
    , Di Huang,
    Ruosi Wan
    ,
    Yue Peng
    ,
    Shijie Shang
    ,
    Chenrui Cao
    ,
    Lei Qi
    ,
    Rui Zhang
    ,
    Xishan Zhang
    ,
    Zidong Du
    ,
    Jie Yang
    ,
    Xing Hu
  8. 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
  9. Constraint-Aware Feature Learning for Parametric Point Cloud
    ICCV 2025 ·
    Xi Cheng
    ,
    Ruiqi Lei
    , Di Huang,
    Zhichao Liao
    ,
    Fengyuan Piao
    ,
    Yan Chen
    ,
    Pingfa Feng
    ,
    Long Zeng
  10. 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
  11. 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
  12. GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning
    WWW 2025 ·
    Heming Zhang
    , Di Huang,
    Yixin Chen
    ,
    Fuhai Li
  13. InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct
    AAAI 2025 ·
    Yutong Wu
    , Di Huang,
    Wenxuan Shi
    ,
    Wei Wang
    ,
    Yewen Pu
    ,
    Lingzhe Gao
    ,
    Shihao Liu
    ,
    Ziyuan Nan
    ,
    Kaizhao Yuan
    ,
    Rui Zhang
    ,
    Xishan Zhang
    ,
    Zidong Du
    ,
    Qi Guo
    ,
    Dawei Yin
    ,
    Xing Hu
    ,
    Yunji Chen
  14. MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers
    ICLR 2025 ·
    Yiwen Chen
    ,
    Tong He
    , Di Huang,
    Weicai Ye
    ,
    Sijin Chen
    ,
    Jiaxiang Tang
    ,
    Zhongang Cai
    ,
    Lei Yang
    ,
    Gang Yu
    ,
    Guosheng Lin
    ,
    Chi Zhang
  15. MigGPT: Harnessing Large Language Models for Automated Migration of Out-of-Tree Linux Kernel Patches Across Versions
    NeurIPS 2025 ·
    Pucheng Dang
    , Di Huang,
    Dong Li
    ,
    Kang Chen
    ,
    Yuanbo Wen
    ,
    Qi Guo
    ,
    Xing Hu
  16. ND-SDF: Learning Normal Deflection Fields for High-Fidelity Indoor Reconstruction
    ICLR 2025 ·
    Ziyu Tang
    ,
    Weicai Ye
    ,
    Yifan Wang
    , Di Huang,
    Hujun Bao
    ,
    Tong He
    ,
    Guofeng Zhang
  17. QiMeng-CodeV-R1: Reasoning-Enhanced Verilog Generation
    NeurIPS 2025 ·
    Yaoyu Zhu
    , Di Huang,
    Han-Qi Lyu
    ,
    Xiaoyun Zhang
    ,
    Chongxiao Li
    ,
    Wenxuan Shi
    ,
    Yutong Wu
    ,
    Jianan Mu
    ,
    Jinghua Wang
    ,
    Yang Zhao
    ,
    Pengwei Jin
    ,
    Shuyao Cheng
    ,
    Shengwen Liang
    ,
    Xishan Zhang
    ,
    Rui Zhang
    ,
    Zidong Du
    ,
    Qi Guo
    ,
    Xing Hu
    ,
    Yunji Chen
  18. QiMeng-NeuComBack: Self-Evolving Translation from IR to Assembly Code
    NeurIPS 2025 ·
    Hainan Fang
    ,
    Yuanbo Wen
    ,
    Jun Bi
    ,
    Yihan Wang
    ,
    Tonghui He
    ,
    Yanlin Tang
    , Di Huang,
    Jiaming Guo
    ,
    Rui Zhang
    ,
    Qi Guo
    ,
    Yunji Chen
  19. QiMeng-SALV: Signal-Aware Learning for Verilog Code Generation
    NeurIPS 2025 ·
    Yang Zhang
    ,
    Rui Zhang
    ,
    Jiaming Guo
    ,
    Lei Huang
    , Di Huang,
    Yunpu Zhao
    ,
    Shuyao Cheng
    ,
    Pengwei Jin
    ,
    Chongxiao Li
    ,
    Zidong Du
    ,
    Xing Hu
    ,
    Qi Guo
    ,
    Yunji Chen
  20. QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach
    OSDI 2025 ·
    Shouyang Dong
    ,
    Jun Bi
    , Di Huang,
    Jiaming Guo
    ,
    Jianxing Xu
    ,
    Ruibai Xu
    ,
    Xinkai Song
    ,
    Yifan Hao
    ,
    Ling Li
    ,
    Xuehai Zhou
    ,
    Tianshi Chen
    ,
    Qi Guo
    ,
    Yunji Chen
  21. 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
  22. 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
  23. Emergent Communication for Numerical Concepts Generalization
    AAAI 2024 ·
    Enshuai Zhou
    ,
    Yifan Hao
    ,
    Rui Zhang
    ,
    Yuxuan Guo
    ,
    Zidong Du
    ,
    Xishan Zhang
    ,
    Xinkai Song
    ,
    Chao Wang
    ,
    Xuehai Zhou
    ,
    Jiaming Guo
    ,
    Qi Yi
    ,
    Shaohui Peng
    , Di Huang,
    Ruizhi Chen
    ,
    Qi Guo
    ,
    Yunji Chen
  24. FiT: Flexible Vision Transformer for Diffusion Model
    ICML 2024 ·
    Zeyu Lu
    ,
    Zidong Wang
    , Di Huang,
    Chengyue Wu
    ,
    Xihui Liu
    ,
    Wanli Ouyang
    ,
    Lei Bai
  25. Freehand Sketch Generation from Mechanical Components
    ACM MM 2024 ·
    Zhichao Liao
    ,
    Fengyuan Piao
    , Di Huang,
    Xinghui Li
    ,
    Yue Ma
    ,
    Pingfa Feng
    ,
    Heming Fang
    ,
    Long Zeng
  26. 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
  27. Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning
    AAAI 2024 ·
    Shaohui Peng
    ,
    Xing Hu
    ,
    Qi Yi
    ,
    Rui Zhang
    ,
    Jiaming Guo
    , Di Huang,
    Zikang Tian
    ,
    Ruizhi Chen
    ,
    Zidong Du
    ,
    Qi Guo
    ,
    Yunji Chen
    ,
    Ling Li
  28. 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
  29. 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
  30. 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
  31. PredBench: Benchmarking Spatio-Temporal Prediction Across Diverse Disciplines
    ECCV 2024 ·
    Zidong Wang
    ,
    Zeyu Lu
    , Di Huang,
    Tong He
    ,
    Xihui Liu
    ,
    Wanli Ouyang
    ,
    Lei Bai
  32. 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