PPaperPicks

Zhengqi Wen

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

Venues

Frequent coauthors

Jianhua Tao
×22
Shuai Zhang
×9
Ruibo Fu
×9
Jinyang Wu
×8
Xuefei Liu
×7
Mingkuan Feng
×5
Yukun Liu
×5
Yongwei Li
×5
Zhiyong Wang
×5
Xiaopeng Wang
×5
Zheng Lian
×4
Ruihan Jin
×4

Papers

  1. AStar: Boosting Multimodal Reasoning with Automated Structured Thinking
    AAAI 2026 ·
    Jinyang Wu
    ,
    Mingkuan Feng
    ,
    Guocheng Zhai
    ,
    Shuai Zhang
    ,
    Zheng Lian
    ,
    Fangrui Lv
    ,
    Pengpeng Shao
    ,
    Ruihan Jin
    , Zhengqi Wen,
    Jianhua Tao
  2. ATLAS: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning
    ACL 2026 ·
    Jinyang Wu
    ,
    Guocheng Zhai
    ,
    Ruihan Jin
    ,
    Jiahao Yuan
    ,
    Yuhao Shen
    ,
    Shuai Zhang
    , Zhengqi Wen,
    Jianhua Tao
  3. Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models
    ACL 2026 ·
    Jinyang Wu
    ,
    Mingkuan Feng
    ,
    Shuai Zhang
    ,
    Feihu Che
    , Zhengqi Wen,
    Chonghua Liao
    ,
    Ling Yang
    ,
    Haoran Luo
    ,
    Zheng Lian
    ,
    Jianhua Tao
  4. CAIR: Causal Adaptive Information-based Reinforcement Learning for Multimodal Emotion Reasoning
    ACL 2026 ·
    Fengyu Zhang
    ,
    Bin Liu
    ,
    Jianhua Tao
    ,
    Zhuofan Wen
    ,
    Shun Chen
    ,
    Hailiang Yao
    , Zhengqi Wen
  5. Calibration-Aware Policy Optimization for Reasoning LLMs
    ACL 2026 ·
    Ziqi Wang
    ,
    Xingzhou Lou
    ,
    Meiqi Wu
    , Zhengqi Wen,
    Junge Zhang
  6. PSA-MF: Personality-Sentiment Aligned Multi-Level Fusion for Multimodal Sentiment Analysis
    AAAI 2026 ·
    Heng Xie
    ,
    Kang Zhu
    , Zhengqi Wen,
    Jianhua Tao
    ,
    Xuefei Liu
    ,
    Ruibo Fu
    ,
    Changsheng Li
  7. ReFL: Reflective Feedback Learning for Hallucination Detection of Large Language Models
    ACL 2026 ·
    Cunhang Fan
    ,
    Jun Zhang
    ,
    Xue Zhang
    ,
    Shuai Zhang
    ,
    Zhao Lv
    ,
    Jianhua Tao
    , Zhengqi Wen
  8. SPARK: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning
    ACL 2026 ·
    Jinyang Wu
    ,
    Shuo Yang
    ,
    Yuhao Shen
    ,
    Shuai Zhang
    , Zhengqi Wen,
    Jianhua Tao
  9. TemplateRL: Structured Template-Guided Reinforcement Learning for LLM Reasoning
    ACL 2026 ·
    Jinyang Wu
    ,
    Chonghua Liao
    ,
    Mingkuan Feng
    ,
    Shuai Zhang
    , Zhengqi Wen,
    Haoran Luo
    ,
    Ling Yang
    ,
    Huazhe Xu
    ,
    Jianhua Tao
  10. Two-Stage Regularization-Based Structured Pruning for LLMs
    ACL 2026 ·
    Mingkuan Feng
    ,
    Jinyang Wu
    ,
    Siyuan Liu
    ,
    Shuai Zhang
    ,
    Hongjian Fang
    ,
    Ruihan Jin
    ,
    Feihu Che
    ,
    Pengpeng Shao
    , Zhengqi Wen,
    Jianhua Tao
  11. ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection
    ACM MM 2025 ·
    Hao Gu
    ,
    Jiangyan Yi
    ,
    Chenglong Wang
    ,
    Jianhua Tao
    ,
    Zheng Lian
    ,
    Jiayi He
    ,
    Yong Ren
    ,
    Yujie Chen
    , Zhengqi Wen
  12. Code-switching Mediated Sentence-level Semantic Learning
    AAAI 2025 ·
    Shuai Zhang
    ,
    Jiangyan Yi
    , Zhengqi Wen,
    Jianhua Tao
    ,
    Feihu Che
    ,
    Jinyang Wu
    ,
    Ruibo Fu
  13. ImViD: Immersive Volumetric Videos for Enhanced VR Engagement
    CVPR 2025 ·
    Zhengxian Yang
    ,
    Shi Pan
    ,
    Shengqi Wang
    ,
    Haoxiang Wang
    ,
    Li Lin
    ,
    Guanjun Li
    , Zhengqi Wen,
    Borong Lin
    ,
    Jianhua Tao
    ,
    Tao Yu
  14. Less is More? Textual-Only Language Model for AVI challenge 2025
    ACM MM 2025 ·
    Jizhou Cui
    ,
    Hanzhe Xu
    ,
    Xuefei Liu
    ,
    Zheng Lian
    , Zhengqi Wen,
    Heng Xie
    ,
    Ruibo Fu
    ,
    Yukun Liu
    ,
    Jianhua Tao
  15. M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction
    IJCAI 2025 ·
    Cunhang Fan
    ,
    Ying Chen
    ,
    Jian Zhou
    ,
    Zexu Pan
    ,
    Jingjing Zhang
    ,
    Youdian Gao
    ,
    Xiaoke Yang
    , Zhengqi Wen,
    Zhao Lv
  16. MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics
    ACM MM 2025 ·
    Cong Cai
    ,
    Shan Liang
    ,
    Xuefei Liu
    ,
    Kang Zhu
    , Zhengqi Wen,
    Jianhua Tao
    ,
    Heng Xie
    ,
    Jizhou Cui
    ,
    Yiming Ma
    ,
    Zhenhua Cheng
    ,
    Hanzhe Xu
    ,
    Ruibo Fu
    ,
    Bin Liu
    ,
    Yongwei Li
  17. RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing
    EMNLP 2025 ·
    Ruihan Jin
    ,
    Pengpeng Shao
    , Zhengqi Wen,
    Jinyang Wu
    ,
    Mingkuan Feng
    ,
    Shuai Zhang
    ,
    Jianhua Tao
  18. Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio
    InterSpeech 2024 ·
    Yi Lu
    ,
    Yuankun Xie
    ,
    Ruibo Fu
    , Zhengqi Wen,
    Jianhua Tao
    ,
    Zhiyong Wang
    ,
    Xin Qi
    ,
    Xuefei Liu
    ,
    Yongwei Li
    ,
    Yukun Liu
    ,
    Xiaopeng Wang
    ,
    Shuchen Shi
  19. Generalized Fake Audio Detection via Deep Stable Learning
    InterSpeech 2024 ·
    Zhiyong Wang
    ,
    Ruibo Fu
    , Zhengqi Wen,
    Yuankun Xie
    ,
    Yukun Liu
    ,
    Xiaopeng Wang
    ,
    Xuefei Liu
    ,
    Yongwei Li
    ,
    Jianhua Tao
    ,
    Xin Qi
    ,
    Yi Lu
    ,
    Shuchen Shi
  20. Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy
    InterSpeech 2024 ·
    Yuankun Xie
    ,
    Ruibo Fu
    , Zhengqi Wen,
    Zhiyong Wang
    ,
    Xiaopeng Wang
    ,
    Haonan Cheng
    ,
    Long Ye
    ,
    Jianhua Tao
  21. Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection
    InterSpeech 2024 ·
    Xiaopeng Wang
    ,
    Ruibo Fu
    , Zhengqi Wen,
    Zhiyong Wang
    ,
    Yuankun Xie
    ,
    Yukun Liu
    ,
    Jianhua Tao
    ,
    Xuefei Liu
    ,
    Yongwei Li
    ,
    Xin Qi
    ,
    Yi Lu
    ,
    Shuchen Shi
  22. PPPR: Portable Plug-in Prompt Refiner for Text to Audio Generation
    InterSpeech 2024 ·
    Shuchen Shi
    ,
    Ruibo Fu
    , Zhengqi Wen,
    Jianhua Tao
    ,
    Tao Wang
    ,
    Chunyu Qiang
    ,
    Yi Lu
    ,
    Xin Qi
    ,
    Xuefei Liu
    ,
    Yukun Liu
    ,
    Yongwei Li
    ,
    Zhiyong Wang
    ,
    Xiaopeng Wang
  23. Residual Speaker Representation for One-Shot Voice Conversion
    InterSpeech 2024 ·
    Le Xu
    ,
    Jiangyan Yi
    ,
    Tao Wang
    ,
    Yong Ren
    ,
    Rongxiu Zhong
    , Zhengqi Wen,
    Jianhua Tao
  24. TraceableSpeech: Towards Proactively Traceable Text-to-Speech with Watermarking
    InterSpeech 2024 ·
    Junzuo Zhou
    ,
    Jiangyan Yi
    ,
    Tao Wang
    ,
    Jianhua Tao
    ,
    Ye Bai
    ,
    Chu Yuan Zhang
    ,
    Yong Ren
    , Zhengqi Wen