PPaperPicks

Jianhua Tao

Tsinghua University, Department of Automation, Beijing, China

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

DBLP profile ↗ORCID 0000-0002-9344-6428 ↗Google Scholar ↗Homepage ↗

Venues

ACM MM ×12ACL ×9InterSpeech ×9AAAI ×7ICML ×2CVPR ×1EMNLP ×1NAACL ×1NeurIPS ×1

Frequent coauthors

Zhengqi Wen
×22
Zheng Lian
×13
Jiangyan Yi
×12
Shuai Zhang
×11
Jinyang Wu
×9
Bin Liu
×9
Ruibo Fu
×9
Cunhang Fan
×9
Zhao Lv
×9
Xuefei Liu
×8
Mingkuan Feng
×6
Yong Ren
×6

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. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models
    ICML 2025 ·
    Zheng Lian
    ,
    Haoyu Chen
    ,
    Lan Chen
    ,
    Haiyang Sun
    ,
    Licai Sun
    ,
    Yong Ren
    ,
    Zebang Cheng
    ,
    Bin Liu
    ,
    Rui Liu
    ,
    Xiaojiang Peng
    ,
    Jiangyan Yi
    , Jianhua Tao
  12. BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement
    AAAI 2025 ·
    Cunhang Fan
    ,
    Enrui Liu
    ,
    Andong Li
    , Jianhua Tao,
    Jian Zhou
    ,
    Jiahao Li
    ,
    Chengshi Zheng
    ,
    Zhao Lv
  13. Code-switching Mediated Sentence-level Semantic Learning
    AAAI 2025 ·
    Shuai Zhang
    ,
    Jiangyan Yi
    ,
    Zhengqi Wen
    , Jianhua Tao,
    Feihu Che
    ,
    Jinyang Wu
    ,
    Ruibo Fu
  14. Enhancing Multimodal Personality Assessment with LLM-Augmented Hierarchical Fusion
    ACM MM 2025 ·
    Longjiang Yang
    ,
    Cong Yu
    ,
    Chenxi Huang
    ,
    Fengyu Zhang
    ,
    Ran Liu
    ,
    Zhuofan Wen
    ,
    Shun Chen
    ,
    Hailiang Yao
    ,
    Bin Liu
    ,
    Zheng Lian
    , Jianhua Tao
  15. 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
  16. 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
  17. Listen, Watch, and Learn to Feel: Retrieval-Augmented Emotion Reasoning for Compound Emotion Generation
    ACL 2025 ·
    Zhuofan Wen
    ,
    Zheng Lian
    ,
    Shun Chen
    ,
    Hailiang Yao
    ,
    Longjiang Yang
    ,
    Bin Liu
    , Jianhua Tao
  18. 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
  19. MER 2025: When Affective Computing Meets Large Language Models
    ACM MM 2025 ·
    Zheng Lian
    ,
    Rui Liu
    ,
    Kele Xu
    ,
    Bin Liu
    ,
    Xuefei Liu
    ,
    Yazhou Zhang
    ,
    Xin Liu
    ,
    Yong Li
    ,
    Zebang Cheng
    ,
    Haolin Zuo
    ,
    Ziyang Ma
    ,
    Xiaojiang Peng
    ,
    Xie Chen
    ,
    Ya Li
    ,
    Erik Cambria
    ,
    Guoying Zhao
    ,
    Björn W. Schuller
    , Jianhua Tao
  20. MRAC 2025: 3rd International Workshop on Multimodal, Generative and Responsible Affective Computing
    ACM MM 2025 ·
    Zheng Lian
    ,
    Shreya Ghosh
    ,
    Erik Cambria
    ,
    Zhixi Cai
    ,
    Guoying Zhao
    ,
    Abhinav Dhall
    ,
    Björn W. Schuller
    ,
    Roland Goecke
    , Jianhua Tao,
    Tom Gedeon
  21. OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition
    ICML 2025 ·
    Zheng Lian
    ,
    Haiyang Sun
    ,
    Licai Sun
    ,
    Haoyu Chen
    ,
    Lan Chen
    ,
    Hao Gu
    ,
    Zhuofan Wen
    ,
    Shun Chen
    ,
    Siyuan Zhang
    ,
    Hailiang Yao
    ,
    Bin Liu
    ,
    Rui Liu
    ,
    Shan Liang
    ,
    Ya Li
    ,
    Jiangyan Yi
    , Jianhua Tao
  22. Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models
    ACL 2025 ·
    Jinyang Wu
    ,
    Shuai Zhang
    ,
    Feihu Che
    ,
    Mingkuan Feng
    ,
    Pengpeng Shao
    , Jianhua Tao
  23. 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
  24. Region-Based Optimization in Continual Learning for Audio Deepfake Detection
    AAAI 2025 ·
    Yujie Chen
    ,
    Jiangyan Yi
    ,
    Cunhang Fan
    , Jianhua Tao,
    Yong Ren
    ,
    Siding Zeng
    ,
    Chu Yuan Zhang
    ,
    Xinrui Yan
    ,
    Hao Gu
    ,
    Jun Xue
    ,
    Chenglong Wang
    ,
    Zhao Lv
    ,
    Xiaohui Zhang
  25. Bilateral Masking with prompt for Knowledge Graph Completion
    NAACL 2024 ·
    Yonghui Kong
    ,
    Cunhang Fan
    ,
    Yujie Chen
    ,
    Shuai Zhang
    ,
    Zhao Lv
    , Jianhua Tao
  26. 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
  27. DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection
    NeurIPS 2024 ·
    Sheng Yan
    ,
    Cunhang Fan
    ,
    Hongyu Zhang
    ,
    Xiaoke Yang
    , Jianhua Tao,
    Zhao Lv
  28. 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
  29. 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
  30. 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
  31. Label-Efficient Emotion and Sentiment Analysis
    ACM MM 2024 ·
    Sicheng Zhao
    ,
    Guoli Jia
    ,
    Xiaopeng Hong
    ,
    Yanyan Zhao
    , Jianhua Tao
  32. MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition
    ACM MM 2024 ·
    Zheng Lian
    ,
    Haiyang Sun
    ,
    Licai Sun
    ,
    Zhuofan Wen
    ,
    Siyuan Zhang
    ,
    Shun Chen
    ,
    Hao Gu
    ,
    Jinming Zhao
    ,
    Ziyang Ma
    ,
    Xie Chen
    ,
    Jiangyan Yi
    ,
    Rui Liu
    ,
    Kele Xu
    ,
    Bin Liu
    ,
    Erik Cambria
    ,
    Guoying Zhao
    ,
    Björn W. Schuller
    , Jianhua Tao
  33. MRAC'24 Track 2: 2nd International Workshop on Multimodal and Responsible Affective Computing
    ACM MM 2024 ·
    Zheng Lian
    ,
    Bin Liu
    ,
    Rui Liu
    ,
    Kele Xu
    ,
    Erik Cambria
    ,
    Guoying Zhao
    ,
    Björn W. Schuller
    , Jianhua Tao
  34. MSFNet: Multi-Scale Fusion Network for Brain-Controlled Speaker Extraction
    ACM MM 2024 ·
    Cunhang Fan
    ,
    Jingjing Zhang
    ,
    Hongyu Zhang
    ,
    Wang Xiang
    , Jianhua Tao,
    Xinhui Li
    ,
    Jiangyan Yi
    ,
    Dianbo Sui
    ,
    Zhao Lv
  35. 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
  36. Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, MRAC 2024, Melbourne VIC, Australia, 28 October 2024- 1 November 2024
    ACM MM 2024 · Jianhua Tao,
    Shreya Ghosh
    ,
    Zheng Lian
    ,
    Zhixi Cai
    ,
    Björn W. Schuller
    ,
    Abhinav Dhall
    ,
    Guoying Zhao
    ,
    Dimitrios Kollias
    ,
    Erik Cambria
    ,
    Roland Goecke
    ,
    Tom Gedeon
  37. Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion
    AAAI 2024 ·
    Cunhang Fan
    ,
    Yujie Chen
    ,
    Jun Xue
    ,
    Yonghui Kong
    , Jianhua Tao,
    Zhao Lv
  38. Prompt Link Multimodal Fusion in Multimodal Sentiment Analysis
    InterSpeech 2024 ·
    Kang Zhu
    ,
    Cunhang Fan
    , Jianhua Tao,
    Zhao Lv
  39. RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection
    InterSpeech 2024 ·
    Yujie Chen
    ,
    Jiangyan Yi
    ,
    Jun Xue
    ,
    Chenglong Wang
    ,
    Xiaohui Zhang
    ,
    Shunbo Dong
    ,
    Siding Zeng
    , Jianhua Tao,
    Zhao Lv
    ,
    Cunhang Fan
  40. Residual Speaker Representation for One-Shot Voice Conversion
    InterSpeech 2024 ·
    Le Xu
    ,
    Jiangyan Yi
    ,
    Tao Wang
    ,
    Yong Ren
    ,
    Rongxiu Zhong
    ,
    Zhengqi Wen
    , Jianhua Tao
  41. 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
  42. Utilizing Speaker Profiles for Impersonation Audio Detection
    ACM MM 2024 ·
    Hao Gu
    ,
    Jiangyan Yi
    ,
    Chenglong Wang
    ,
    Yong Ren
    , Jianhua Tao,
    Xinrui Yan
    ,
    Yujie Chen
    ,
    Xiaohui Zhang
  43. What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection
    AAAI 2024 ·
    Xiaohui Zhang
    ,
    Jiangyan Yi
    ,
    Chenglong Wang
    ,
    Chu Yuan Zhang
    ,
    Siding Zeng
    , Jianhua Tao