PPaperPicks

Zhihong Zhu

Tencent Jarvis Lab, Shenzhen, China

53 papers at tracked venues · 28 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0001-4530-5516 ↗Homepage ↗

Venues

EMNLP ×12ACL ×9AAAI ×6ACM MM ×6CIKM ×4ICLR ×3InterSpeech ×3NeurIPS ×3MICCAI ×2CVPR ×1ECCV ×1IJCAI ×1NAACL ×1WSDM ×1

Frequent coauthors

Yuexian Zou
×20
Xian Wu
×18
Xuxin Cheng
×18
Xianwei Zhuang
×15
Yefeng Zheng
×12
Yunyan Zhang
×11
Zhanpeng Chen
×11
Hongxiang Li
×10
Zhiqi Huang
×8
Bowen Xing
×7
Fan Zhang
×6
Yuyan Chen
×5

Papers

  1. Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization
    ACL 2026 ·
    Zixuan Huang
    , Zhihong Zhu,
    Xiaolong Liu
    ,
    Yanchao Hao
    ,
    Manman Zhang
    ,
    Zheng Wei
    ,
    Bowen Xing
    ,
    Xian Wu
    ,
    Ye Li
    ,
    Fen Miao
    ,
    Yefeng Zheng
  2. CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding
    AAAI 2026 · Zhihong Zhu,
    Yunyan Zhang
    ,
    Fan Zhang
    ,
    Bowen Xing
    ,
    Xian Wu
  3. MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models
    ACL 2026 ·
    Yang Shi
    ,
    Yifeng Xie
    ,
    Minzhe Guo
    ,
    Liangsi Lu
    ,
    Mingxuan Huang
    ,
    Jingchao Wang
    , Zhihong Zhu,
    Boyan Xu
    ,
    Zhiqi Huang
  4. Multimodal Dual-Path Decoding for Medical Report Generation
    ACL 2026 ·
    Jinghan Sun
    ,
    Dong Wei
    , Zhihong Zhu,
    Yuyang Xue
    ,
    Steven McDonagh
    ,
    Xian Wu
  5. S³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection
    AAAI 2026 · Zhihong Zhu,
    Fan Zhang
    ,
    Yunyan Zhang
    ,
    Jinghan Sun
    ,
    Guimin Hu
    ,
    Hao Wu
    ,
    Yuyan Chen
    ,
    Bowen Xing
    ,
    Xian Wu
  6. A Survey on Foundation Language Models for Single-cell Biology
    ACL 2025 ·
    Fan Zhang
    ,
    Hao Chen
    , Zhihong Zhu,
    Ziheng Zhang
    ,
    Zhenxi Lin
    ,
    Ziyue Qiao
    ,
    Yefeng Zheng
    ,
    Xian Wu
  7. A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers
    EMNLP 2025 · Zhihong Zhu,
    Fan Zhang
    ,
    Yunyan Zhang
    ,
    Jinghan Sun
    ,
    Zhiqi Huang
    ,
    Qingqing Long
    ,
    Bowen Xing
    ,
    Xian Wu
  8. CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM
    EMNLP 2025 ·
    Yunyan Zhang
    , Zhihong Zhu,
    Xian Wu
  9. Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models
    ACL 2025 · Zhihong Zhu,
    Yunyan Zhang
    ,
    Xianwei Zhuang
    ,
    Fan Zhang
    ,
    Zhongwei Wan
    ,
    Yuyan Chen
    ,
    Qingqing Long
    ,
    Yefeng Zheng
    ,
    Xian Wu
  10. CellVerse: Do Large Language Models Really Understand Cell Biology?
    NeurIPS 2025 ·
    Fan Zhang
    ,
    Tianyu Liu
    , Zhihong Zhu,
    Hao Wu
    ,
    Haixin Wang
    ,
    Donghao Zhou
    ,
    Yefeng Zheng
    ,
    Kun Wang
    ,
    Xian Wu
    ,
    Pheng-Ann Heng
  11. D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
    ICLR 2025 ·
    Zhongwei Wan
    ,
    Xinjian Wu
    ,
    Yu Zhang
    ,
    Yi Xin
    ,
    Chaofan Tao
    , Zhihong Zhu,
    Xin Wang
    ,
    Siqi Luo
    ,
    Jing Xiong
    ,
    Longyue Wang
    ,
    Mi Zhang
  12. DisPose: Disentangling Pose Guidance for Controllable Human Image Animation
    ICLR 2025 ·
    Hongxiang Li
    ,
    Yaowei Li
    ,
    Yuhang Yang
    ,
    Junjie Cao
    , Zhihong Zhu,
    Xuxin Cheng
    ,
    Long Chen
  13. HTML: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering
    ACL 2025 ·
    Aziguli Wulamu
    ,
    Lyu Zhengyu
    ,
    Kaiyuan Gong
    ,
    Yu Han
    ,
    Zewen Wang
    , Zhihong Zhu,
    Bowen Xing
  14. Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
    AAAI 2025 ·
    Derong Xu
    ,
    Xinhang Li
    ,
    Ziheng Zhang
    ,
    Zhenxi Lin
    , Zhihong Zhu,
    Zhi Zheng
    ,
    Xian Wu
    ,
    Xiangyu Zhao
    ,
    Tong Xu
    ,
    Enhong Chen
  15. MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
    NeurIPS 2025 ·
    Zhaorun Chen
    ,
    Zichen Wen
    ,
    Yichao Du
    ,
    Yiyang Zhou
    ,
    Chenhang Cui
    ,
    Siwei Han
    ,
    Jen Weng
    ,
    Chaoqi Wang
    ,
    Zhengwei Tong
    ,
    Leria Huang
    ,
    Canyu Chen
    ,
    Haoqin Tu
    ,
    Qinghao Ye
    , Zhihong Zhu,
    Yuqing Zhang
    ,
    Jiawei Zhou
    ,
    Zhuokai Zhao
    ,
    Rafael Rafailov
    ,
    Chelsea Finn
    ,
    Huaxiu Yao
  16. PgM: Partitioner Guided Modal Learning Framework
    ACM MM 2025 ·
    Guimin Hu
    ,
    Yi Xin
    ,
    Lijie Hu
    , Zhihong Zhu,
    Hasti Seifi
  17. RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning
    EMNLP 2025 ·
    Aziguli Wulamu
    ,
    Kaiyuan Gong
    ,
    Lyu Zhengyu
    ,
    Yu Han
    , Zhihong Zhu,
    Bowen Xing
  18. UniCoTT: A Unified Framework for Structural Chain-of-Thought Distillation
    ICLR 2025 ·
    Xianwei Zhuang
    , Zhihong Zhu,
    Zhichang Wang
    ,
    Xuxin Cheng
    ,
    Yuexian Zou
  19. VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification
    CVPR 2025 ·
    Xianwei Zhuang
    , Zhihong Zhu,
    Yuxin Xie
    ,
    Liming Liang
    ,
    Yuexian Zou
  20. Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment
    AAAI 2024 · Zhihong Zhu,
    Xuxin Cheng
    ,
    Yaowei Li
    ,
    Hongxiang Li
    ,
    Yuexian Zou
  21. Aspects are Anchors: Towards Multimodal Aspect-based Sentiment Analysis via Aspect-driven Alignment and Refinement
    ACM MM 2024 ·
    Zhanpeng Chen
    , Zhihong Zhu,
    Wanshi Xu
    ,
    Yunyan Zhang
    ,
    Xian Wu
    ,
    Yefeng Zheng
  22. Audio-text Retrieval with Transformer-based Hierarchical Alignment and Disentangled Cross-modal Representation
    InterSpeech 2024 ·
    Yifei Xin
    , Zhihong Zhu,
    Xuxin Cheng
    ,
    Xusheng Yang
    ,
    Yuexian Zou
  23. AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition
    NAACL 2024 ·
    Zhaorun Chen
    ,
    Zhuokai Zhao
    , Zhihong Zhu,
    Ruiqi Zhang
    ,
    Xiang Li
    ,
    Bhiksha Raj
    ,
    Huaxiu Yao
  24. Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment
    ACL 2024 · Zhihong Zhu,
    Xuxin Cheng
    ,
    Zhanpeng Chen
    ,
    Xianwei Zhuang
    ,
    Zhiqi Huang
    ,
    Yuexian Zou
  25. Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding
    ACL 2024 ·
    Xuxin Cheng
    , Zhihong Zhu,
    Bang Yang
    ,
    Xianwei Zhuang
    ,
    Hongxiang Li
    ,
    Yuexian Zou
  26. DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection
    EMNLP 2024 · Zhihong Zhu,
    Kefan Shen
    ,
    Zhaorun Chen
    ,
    Yunyan Zhang
    ,
    Yuyan Chen
    ,
    Xiaoqi Jiao
    ,
    Zhongwei Wan
    ,
    Shaorong Xie
    ,
    Wei Liu
    ,
    Xian Wu
    ,
    Yefeng Zheng
  27. Dance with Labels: Dual-Heterogeneous Label Graph Interaction for Multi-intent Spoken Language Understanding
    WSDM 2024 · Zhihong Zhu,
    Xuxin Cheng
    ,
    Hongxiang Li
    ,
    Yaowei Li
    ,
    Yuexian Zou
  28. DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval
    InterSpeech 2024 ·
    Yifei Xin
    ,
    Xuxin Cheng
    , Zhihong Zhu,
    Xusheng Yang
    ,
    Yuexian Zou
  29. Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection
    EMNLP 2024 ·
    Zhanpeng Chen
    , Zhihong Zhu,
    Xianwei Zhuang
    ,
    Zhiqi Huang
    ,
    Yuexian Zou
  30. Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
    CIKM 2024 ·
    Derong Xu
    ,
    Ziheng Zhang
    , Zhihong Zhu,
    Zhenxi Lin
    ,
    Qidong Liu
    ,
    Xian Wu
    ,
    Tong Xu
    ,
    Wanyu Wang
    ,
    Yuyang Ye
    ,
    Xiangyu Zhao
    ,
    Enhong Chen
    ,
    Yefeng Zheng
  31. Exploiting Auxiliary Caption for Video Grounding
    AAAI 2024 ·
    Hongxiang Li
    ,
    Meng Cao
    ,
    Xuxin Cheng
    ,
    Yaowei Li
    , Zhihong Zhu,
    Yuexian Zou
  32. GPA: Global and Prototype Alignment for Audio-Text Retrieval
    InterSpeech 2024 ·
    Yuxin Xie
    , Zhihong Zhu,
    Xianwei Zhuang
    ,
    Liming Liang
    ,
    Zhichang Wang
    ,
    Yuexian Zou
  33. Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory
    EMNLP 2024 ·
    Xianwei Zhuang
    , Zhihong Zhu,
    Zhanpeng Chen
    ,
    Yuxin Xie
    ,
    Liming Liang
    ,
    Yuexian Zou
  34. InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory Processing
    ACM MM 2024 · Zhihong Zhu,
    Xuxin Cheng
    ,
    Zhaorun Chen
    ,
    Yuyan Chen
    ,
    Yunyan Zhang
    ,
    Xian Wu
    ,
    Yefeng Zheng
    ,
    Bowen Xing
  35. KDProR: A Knowledge-Decoupling Probabilistic Framework for Video-Text Retrieval
    ECCV 2024 ·
    Xianwei Zhuang
    ,
    Hongxiang Li
    ,
    Xuxin Cheng
    , Zhihong Zhu,
    Yuxin Xie
    ,
    Yuexian Zou
  36. LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference
    EMNLP 2024 ·
    Zhongwei Wan
    ,
    Ziang Wu
    ,
    Che Liu
    ,
    Jinfa Huang
    , Zhihong Zhu,
    Peng Jin
    ,
    Longyue Wang
    ,
    Li Yuan
  37. Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System
    EMNLP 2024 ·
    Wanshi Xu
    ,
    Xuxin Cheng
    , Zhihong Zhu,
    Zhanpeng Chen
    ,
    Yuexian Zou
  38. MOAT: Graph Prompting for 3D Molecular Graphs
    CIKM 2024 ·
    Qingqing Long
    ,
    Yuchen Yan
    ,
    Wentao Cui
    ,
    Wei Ju
    , Zhihong Zhu,
    Yuanchun Zhou
    ,
    Xuezhi Wang
    ,
    Meng Xiao
  39. MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
    NeurIPS 2024 ·
    Xian Wu
    ,
    Yutian Zhao
    ,
    Yunyan Zhang
    ,
    Jiageng Wu
    , Zhihong Zhu,
    Yingying Zhang
    ,
    Yi Ouyang
    ,
    Ziheng Zhang
    ,
    Huimin Wang
    ,
    Zhenxi Lin
    ,
    Jie Yang
    ,
    Shuang Zhao
    ,
    Yefeng Zheng
  40. Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
    EMNLP 2024 ·
    Derong Xu
    ,
    Ziheng Zhang
    , Zhihong Zhu,
    Zhenxi Lin
    ,
    Qidong Liu
    ,
    Xian Wu
    ,
    Tong Xu
    ,
    Xiangyu Zhao
    ,
    Yefeng Zheng
    ,
    Enhong Chen
  41. MoBA: Mixture of Bi-directional Adapter for Multi-modal Sarcasm Detection
    ACM MM 2024 ·
    Yifeng Xie
    , Zhihong Zhu,
    Xin Chen
    ,
    Zhanpeng Chen
    ,
    Zhiqi Huang
  42. MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts
    ACL 2024 ·
    Xuxin Cheng
    , Zhihong Zhu,
    Xianwei Zhuang
    ,
    Zhanpeng Chen
    ,
    Zhiqi Huang
    ,
    Yuexian Zou
  43. Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation
    MICCAI 2024 · Zhihong Zhu,
    Xuxin Cheng
    ,
    Yunyan Zhang
    ,
    Zhaorun Chen
    ,
    Qingqing Long
    ,
    Hongxiang Li
    ,
    Zhiqi Huang
    ,
    Xian Wu
    ,
    Yefeng Zheng
  44. PIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment
    CIKM 2024 ·
    Zeyu Dong
    ,
    Qingqing Long
    ,
    Yihang Zhou
    ,
    Pengfei Wang
    , Zhihong Zhu,
    Xiao Luo
    ,
    Yidong Wang
    ,
    Pengyang Wang
    ,
    Yuanchun Zhou
  45. Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System
    EMNLP 2024 ·
    Zhanpeng Chen
    , Zhihong Zhu,
    Wanshi Xu
    ,
    Xianwei Zhuang
    ,
    Yuexian Zou
  46. SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding
    CIKM 2024 · Zhihong Zhu,
    Xuxin Cheng
    ,
    Zhanpeng Chen
    ,
    Zhichang Wang
    ,
    Zhiqi Huang
    ,
    Yuexian Zou
  47. TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing
    IJCAI 2024 · Zhihong Zhu,
    Xianwei Zhuang
    ,
    Yunyan Zhang
    ,
    Derong Xu
    ,
    Guimin Hu
    ,
    Xian Wu
    ,
    Yefeng Zheng
  48. Textual Inversion and Self-supervised Refinement for Radiology Report Generation
    MICCAI 2024 ·
    Yuanjiang Luo
    ,
    Hongxiang Li
    ,
    Xuan Wu
    ,
    Meng Cao
    ,
    Xiaoshuang Huang
    , Zhihong Zhu,
    Peixi Liao
    ,
    Hu Chen
    ,
    Yi Zhang
  49. Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport
    AAAI 2024 ·
    Xuxin Cheng
    , Zhihong Zhu,
    Hongxiang Li
    ,
    Yaowei Li
    ,
    Xianwei Zhuang
    ,
    Yuexian Zou
  50. Towards Multimodal-augmented Pre-trained Language Models via Self-balanced Expectation-Maximization Iteration
    ACM MM 2024 ·
    Xianwei Zhuang
    ,
    Xuxin Cheng
    , Zhihong Zhu,
    Zhanpeng Chen
    ,
    Hongxiang Li
    ,
    Yuexian Zou
  51. UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause
    EMNLP 2024 ·
    Guimin Hu
    , Zhihong Zhu,
    Daniel Hershcovich
    ,
    Lijie Hu
    ,
    Hasti Seifi
    ,
    Jiayuan Xie
  52. What are the Generator Preferences for End-to-end Task-Oriented Dialog System?
    EMNLP 2024 ·
    Wanshi Xu
    ,
    Xianwei Zhuang
    ,
    Zhanpeng Chen
    , Zhihong Zhu,
    Xuxin Cheng
    ,
    Yuexian Zou
  53. XMeCap: Meme Caption Generation with Sub-Image Adaptability
    ACM MM 2024 ·
    Yuyan Chen
    ,
    Songzhou Yan
    , Zhihong Zhu,
    Zhixu Li
    ,
    Yanghua Xiao