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Wei Hu

22 papers at tracked venues · 15 at CORE A* · active 2024–2026

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Venues

ACL ×4ICLR ×4NeurIPS ×3AAAI ×2InterSpeech ×2AISTATS ×1CIKM ×1EMNLP ×1ICCV ×1ICML ×1MICCAI ×1SDM ×1

Frequent coauthors

Shaojun Wang
×4
Jing Xiao
×4
Zhiwei Xu
×3
Spencer Frei
×2
Gal Vardi
×2
Ekdeep Singh Lubana
×2
Pulkit Gopalani
×2
Yutong Wang
×2
Chenfeng Miao
×2
Minchuan Chen
×2
Zijian Li
×2
Haoyang Chen
×1

Papers

  1. How Do Answer Tokens Read Reasoning Traces? Self-Reading Patterns in Thinking LLMs for Quantitative Reasoning
    ACL 2026 ·
    Haoyang Chen
    ,
    Yi Liu
    ,
    Jianzhi Shao
    ,
    Tao Zhang
    ,
    Chengfu Huo
    , Wei Hu
  2. Skill-Aware Data Selection and Fine-Tuning for Data-Efficient Reasoning Distillation
    ACL 2026 ·
    Lechen Zhang
    ,
    Yunxiang Zhang
    , Wei Hu,
    Lu Wang
  3. To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient LLM-based Code Editing
    ACL 2026 ·
    Wei Cheng
    ,
    Yongchang Cao
    ,
    Chen Shen
    ,
    Binhua Li
    ,
    Jue Chen
    ,
    Yongbin Li
    , Wei Hu
  4. Benign Overfitting in Single-Head Attention
    NeurIPS 2025 ·
    Roey Magen
    ,
    Shuning Shang
    ,
    Zhiwei Xu
    ,
    Spencer Frei
    , Wei Hu,
    Gal Vardi
  5. ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents
    ACL 2025 ·
    Zhigen Li
    ,
    Jianxiang Peng
    ,
    Yanmeng Wang
    ,
    Yong Cao
    ,
    Tianhao Shen
    ,
    Minghui Zhang
    ,
    Linxi Su
    ,
    Shang Wu
    ,
    Yihang Wu
    ,
    Yuqian Wang
    ,
    Ye Wang
    , Wei Hu,
    Jianfeng Li
    ,
    Shaojun Wang
    ,
    Jing Xiao
    ,
    Deyi Xiong
  6. HyperGCT: A Dynamic Hyper-GNN-Learned Geometric Constraint for 3D Registration
    ICCV 2025 ·
    Xiyu Zhang
    ,
    Jiayi Ma
    ,
    Jianwei Guo
    , Wei Hu,
    Zhaoshuai Qi
    ,
    Fei Hui
    ,
    Jiaqi Yang
    ,
    Yanning Zhang
  7. Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model
    ICLR 2025 ·
    Zhiwei Xu
    ,
    Zhiyu Ni
    ,
    Yixin Wang
    , Wei Hu
  8. Mixture of LoRA Experts for Continual Information Extraction with LLMs
    EMNLP 2025 ·
    Zitao Wang
    ,
    Xinyi Wang
    , Wei Hu
  9. Swing-by Dynamics in Concept Learning and Compositional Generalization
    ICLR 2025 ·
    Yongyi Yang
    ,
    Core Francisco Park
    ,
    Ekdeep Singh Lubana
    ,
    Maya Okawa
    , Wei Hu,
    Hidenori Tanaka
  10. What Happens During the Loss Plateau? Understanding Abrupt Learning in Transformers
    NeurIPS 2025 ·
    Pulkit Gopalani
    , Wei Hu
  11. A Multi-Node Multi-GPU Distributed GNN Training Framework for Large-Scale Online Advertising
    CIKM 2024 ·
    Xuewu Jiao
    ,
    Xinsheng Luo
    ,
    Miao Li
    ,
    Jiang Bian
    ,
    Junchao Yang
    , Wei Hu,
    Mingqing Hu
    ,
    Weipeng Lu
    ,
    Shikun Feng
    ,
    Danlei Feng
    ,
    Dongxu Yang
    ,
    Haoyi Xiong
    ,
    Shuanglong Li
    ,
    Lin Liu
  12. Abrupt Learning in Transformers: A Case Study on Matrix Completion
    NeurIPS 2024 ·
    Pulkit Gopalani
    ,
    Ekdeep Singh Lubana
    , Wei Hu
  13. Benign Overfitting and Grokking in ReLU Networks for XOR Cluster Data
    ICLR 2024 ·
    Zhiwei Xu
    ,
    Yutong Wang
    ,
    Spencer Frei
    ,
    Gal Vardi
    , Wei Hu
  14. DFlow: A Generative Model Combining Denoising AutoEncoder and Normalizing Flow for High Fidelity Waveform Generation
    ICML 2024 ·
    Chenfeng Miao
    ,
    Qingying Zhu
    ,
    Minchuan Chen
    , Wei Hu,
    Zijian Li
    ,
    Shaojun Wang
    ,
    Jing Xiao
  15. DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning
    AAAI 2024 ·
    Jincen Jiang
    ,
    Lizhi Zhao
    ,
    Xuequan Lu
    , Wei Hu,
    Imran Razzak
    ,
    Meili Wang
  16. E-Paraformer: A Faster and Better Parallel Transformer for Non-autoregressive End-to-End Mandarin Speech Recognition
    InterSpeech 2024 ·
    Kun Zou
    ,
    Fengyun Tan
    ,
    Ziyang Zhuang
    ,
    Chenfeng Miao
    ,
    Tao Wei
    ,
    Shaodan Zhai
    ,
    Zijian Li
    , Wei Hu,
    Shaojun Wang
    ,
    Jing Xiao
  17. Geospatial Topological Relation Extraction from Text with Knowledge Augmentation
    SDM 2024 · Wei Hu,
    Bowen Jin
    ,
    Minhao Jiang
    ,
    Sizhe Zhou
    ,
    Zhaonan Wang
    ,
    Jiawei Han
    ,
    Shaowen Wang
  18. How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations
    ICLR 2024 ·
    Tianyu Guo
    , Wei Hu,
    Song Mei
    ,
    Huan Wang
    ,
    Caiming Xiong
    ,
    Silvio Savarese
    ,
    Yu Bai
  19. Improving Multilingual Text-to-Speech with Mixture-of-Language-Experts and Accent Disentanglement
    InterSpeech 2024 ·
    Jing Wu
    ,
    Ting Chen
    ,
    Minchuan Chen
    , Wei Hu,
    Shaojun Wang
    ,
    Jing Xiao
  20. Multi-frequency Attention Approach for Enhanced Ultrasound Image Segmentation
    MICCAI 2024 ·
    Zicheng Hu
    ,
    Yian Deng
    ,
    Ruisheng Ran
    ,
    Nana Liu
    ,
    Xinru Wei
    ,
    Jieyun Bai
    ,
    Wenfeng Zhang
    , Wei Hu
  21. Near-Interpolators: Rapid Norm Growth and the Trade-Off between Interpolation and Generalization
    AISTATS 2024 ·
    Yutong Wang
    ,
    Rishi Sonthalia
    , Wei Hu
  22. Understanding Surprising Generalization Phenomena in Deep Learning
    AAAI 2024 · Wei Hu