PPaperPicks

Zhengtao Yu

Kunming University of Science and Technology, China

36 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4012-461X ↗Homepage ↗

Venues

AAAI ×10ACL ×8EMNLP ×8WWW ×3InterSpeech ×2NeurIPS ×2NAACL ×1SDM ×1SIGKDD ×1

Frequent coauthors

Yuxin Huang
×15
Shengxiang Gao
×12
Ran Song
×8
Hao Peng
×7
Tong Xiao
×7
JingBo Zhu
×7
Cunli Mao
×6
Chenglong Wang
×5
Shuting Jiang
×4
Yan Xiang
×4
Yantuan Xian
×4
Bei Li
×4

Papers

  1. Activation-Guided Local Editing for Jailbreaking Attacks
    ACL 2026 ·
    Jiecong Wang
    ,
    Haoran Li
    ,
    Hao Peng
    ,
    Ziqian Zeng
    ,
    Zihao Wang
    ,
    Haohua Du
    , Zhengtao Yu
  2. Breaking Consensus Bias: Unsupervised Reinforcement Learning for Machine Translation
    ACL 2026 ·
    Shuting Jiang
    ,
    Ran Song
    ,
    Siqi Zhang
    ,
    Yuxin Huang
    ,
    Shengxiang Gao
    , Zhengtao Yu
  3. Bypassing Neural Evaluations for Fast Audio Editing via Adaptive Trajectory Extrapolation
    ACL 2026 ·
    Xiaoqian Liu
    ,
    Zhengkun Ge
    ,
    Jianjin Wang
    ,
    Haoran Zhang
    ,
    Yuan Ge
    ,
    Kaiyan Chang
    ,
    Chen Xu
    ,
    Tong Xiao
    , Zhengtao Yu,
    Linfeng Zhang
    ,
    JingBo Zhu
  4. Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation
    AAAI 2026 ·
    Shuting Jiang
    ,
    Ran Song
    ,
    Yuxin Huang
    ,
    Yan Xiang
    ,
    Yantuan Xian
    ,
    Shengxiang Gao
    , Zhengtao Yu
  5. Layer-aware Dual-directional Modulation for Low-resource Machine Translation
    ACL 2026 ·
    Siqi Zhang
    ,
    Ran Song
    ,
    Shuting Jiang
    ,
    Yuxin Huang
    , Zhengtao Yu
  6. On the Emotion Understanding of Synthesized Speech
    ACL 2026 ·
    Yuan Ge
    ,
    Haishu Zhao
    ,
    Aokai Hao
    ,
    Junxiang Zhang
    ,
    Bei Li
    ,
    Xiaoqian Liu
    ,
    Chenglong Wang
    ,
    Jianjin Wang
    ,
    Bingsen Zhou
    ,
    Bingyu Liu
    ,
    JingBo Zhu
    , Zhengtao Yu,
    Tong Xiao
  7. Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models
    AAAI 2026 ·
    Chenglong Wang
    ,
    Yifu Huo
    ,
    Yang Gan
    ,
    Yongyu Mu
    ,
    Qiaozhi He
    ,
    Murun Yang
    ,
    Bei Li
    ,
    Chunliang Zhang
    ,
    Tongran Liu
    ,
    Anxiang Ma
    , Zhengtao Yu,
    Jingbo Zhu
    ,
    Tong Xiao
  8. RPGen: Robust and Differentially Private Synthetic Image Generation
    AAAI 2026 ·
    Zihao Wang
    ,
    Hao Peng
    ,
    Wei Dong
    ,
    Yuecen Wei
    ,
    Li Sun
    , Zhengtao Yu
  9. SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models
    ACL 2026 ·
    Yifu Huo
    ,
    Chenglong Wang
    ,
    Ziming Zhu
    ,
    Shunjie Xing
    ,
    Peinan Feng
    ,
    Tongran Liu
    ,
    Qiaozhi He
    ,
    Tianhua Zhou
    ,
    Changxiaojia
    ,
    JingBo Zhu
    , Zhengtao Yu,
    Tong Xiao
  10. SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement
    AAAI 2026 ·
    Yuan Ge
    ,
    Junxiang Zhang
    ,
    Xiaoqian Liu
    ,
    Bei Li
    ,
    Xiangnan Ma
    ,
    Chenglong Wang
    ,
    Kaiyang Ye
    ,
    Yangfan Du
    ,
    Linfeng Zhang
    ,
    Yuxin Huang
    ,
    Tong Xiao
    , Zhengtao Yu,
    Jingbo Zhu
  11. 2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language Models
    WWW 2025 ·
    Jia-Nan Li
    ,
    Jian Guan
    ,
    Wei Wu
    , Zhengtao Yu,
    Rui Yan
  12. 3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction
    EMNLP 2025 ·
    Longxuan Ma
    ,
    Xiao Wu
    ,
    Yuxin Huang
    ,
    Shengxiang Gao
    , Zhengtao Yu
  13. A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model
    NAACL 2025 ·
    Shengxiang Gao
    ,
    Fang Nan
    ,
    Yongbing Zhang
    ,
    Yuxin Huang
    ,
    Kaiwen Tan
    , Zhengtao Yu
  14. Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering
    AAAI 2025 ·
    Zhenqiu Shu
    ,
    Teng Sun
    ,
    Yunwei Luo
    , Zhengtao Yu
  15. BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking
    AAAI 2025 ·
    Yuxuan Liu
    ,
    Hongda Sun
    ,
    Wenya Guo
    ,
    Xinyan Xiao
    ,
    Cunli Mao
    , Zhengtao Yu,
    Rui Yan
  16. Community Detection in Large-Scale Complex Networks via Structural Entropy Game
    WWW 2025 ·
    Yantuan Xian
    ,
    Pu Li
    ,
    Hao Peng
    , Zhengtao Yu,
    Yan Xiang
    ,
    Philip S. Yu
  17. Dynamic Syntactic Feature Filtering and Injecting Networks for Cross-lingual Dependency Parsing
    AAAI 2025 ·
    Jianjian Liu
    , Zhengtao Yu,
    Ying Li
    ,
    Yuxin Huang
    ,
    Shengxiang Gao
  18. GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition
    EMNLP 2025 ·
    Yang Chen
    ,
    Shuwan Yang
    ,
    Yan Xiang
    ,
    Ran Song
    ,
    Yuxin Huang
    , Zhengtao Yu
  19. Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation
    ACL 2025 ·
    Yuhao Zhang
    ,
    Xiangnan Ma
    ,
    Kaiqi Kou
    ,
    Peizhuo Liu
    ,
    Weiqiao Shan
    ,
    Benyou Wang
    ,
    Tong Xiao
    ,
    Yuxin Huang
    , Zhengtao Yu,
    JingBo Zhu
  20. MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
    NeurIPS 2025 ·
    Chenglong Wang
    ,
    Yang Gan
    ,
    Hang Zhou
    ,
    Chi Hu
    ,
    Yongyu Mu
    ,
    Kai Song
    ,
    Murun Yang
    ,
    Bei Li
    ,
    Chunliang Zhang
    ,
    Tongran Liu
    ,
    JingBo Zhu
    , Zhengtao Yu,
    Tong Xiao
  21. Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding
    EMNLP 2025 ·
    Jianjian Liu
    ,
    Ying Li
    , Zhengtao Yu,
    Shun Su
    ,
    Shengxiang Gao
    ,
    Yuxin Huang
  22. Multilingual Generative Retrieval via Cross-lingual Semantic Compression
    EMNLP 2025 ·
    Yuxin Huang
    ,
    Simeng Wu
    ,
    Ran Song
    ,
    Yan Xiang
    ,
    Yantuan Xian
    ,
    Shengxiang Gao
    , Zhengtao Yu
  23. Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing
    EMNLP 2025 ·
    Cunli Mao
    ,
    Xiaofei Gao
    ,
    Ran Song
    ,
    Shizhu He
    ,
    Shengxiang Gao
    ,
    Kang Liu
    , Zhengtao Yu
  24. SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models
    AAAI 2025 ·
    Linqin Wang
    ,
    Yaping Liu
    , Zhengtao Yu,
    Shengxiang Gao
    ,
    Cunli Mao
    ,
    Yuxin Huang
    ,
    Wenjun Wang
    ,
    Ling Dong
  25. Unsupervised Graph Clustering with Deep Structural Entropy
    SIGKDD 2025 ·
    Jingyun Zhang
    ,
    Hao Peng
    ,
    Li Sun
    ,
    Guanlin Wu
    ,
    Chunyang Liu
    , Zhengtao Yu
  26. "In-Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning
    EMNLP 2024 ·
    Chuanqi Cheng
    ,
    Quan Tu
    ,
    Wei Wu
    ,
    Shuo Shang
    ,
    Cunli Mao
    , Zhengtao Yu,
    Rui Yan
  27. Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model
    ACL 2024 ·
    Zhiwei Li
    ,
    Ran Song
    ,
    Caihong Sun
    ,
    Wei Xu
    , Zhengtao Yu,
    Ji-Rong Wen
  28. DGSRN: Noise-Robust Speech Recognition Method with Dual-Path Gated Spectral Refinement Network
    InterSpeech 2024 ·
    Wenjun Wang
    ,
    Shangbin Mo
    ,
    Ling Dong
    , Zhengtao Yu,
    Junjun Guo
    ,
    Yuxin Huang
  29. Does Large Language Model Contain Task-Specific Neurons?
    EMNLP 2024 ·
    Ran Song
    ,
    Shizhu He
    ,
    Shuting Jiang
    ,
    Yantuan Xian
    ,
    Shengxiang Gao
    ,
    Kang Liu
    , Zhengtao Yu
  30. Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection
    AAAI 2024 ·
    Yuwei Cao
    ,
    Hao Peng
    , Zhengtao Yu,
    Philip S. Yu
  31. Hypergraph Neural Architecture Search
    AAAI 2024 ·
    Wei Lin
    ,
    Xu Peng
    , Zhengtao Yu,
    Taisong Jin
  32. Integrating Speech Self-Supervised Learning Models and Large Language Models for ASR
    InterSpeech 2024 ·
    Ling Dong
    , Zhengtao Yu,
    Wenjun Wang
    ,
    Yuxin Huang
    ,
    Shengxiang Gao
    ,
    Guojiang Zhou
  33. Prompt Based Tri-Channel Graph Convolution Neural Network for Aspect Sentiment Triplet Extraction
    SDM 2024 ·
    Kun Peng
    ,
    Lei Jiang
    ,
    Hao Peng
    ,
    Rui Liu
    , Zhengtao Yu,
    Jiaqian Ren
    ,
    Zhifeng Hao
    ,
    Philip S. Yu
  34. Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing
    EMNLP 2024 ·
    Ying Li
    ,
    Jianjian Liu
    , Zhengtao Yu,
    Shengxiang Gao
    ,
    Yuxin Huang
    ,
    Cunli Mao
  35. RicciNet: Deep Clustering via A Riemannian Generative Model
    WWW 2024 ·
    Li Sun
    ,
    Jingbin Hu
    ,
    Suyang Zhou
    ,
    Zhenhao Huang
    ,
    Junda Ye
    ,
    Hao Peng
    , Zhengtao Yu,
    Philip S. Yu
  36. StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses
    NeurIPS 2024 ·
    Jianan Li
    ,
    Quan Tu
    ,
    Cunli Mao
    , Zhengtao Yu,
    Ji-Rong Wen
    ,
    Rui Yan