PPaperPicks

Zhen Wang

Northwestern Polytechnical University, Center for Optical Imagery Analysis and Learning, Xi'an, China

67 papers at tracked venues · 47 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5007-6327 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×12IJCAI ×11NeurIPS ×7ICML ×6ICLR ×5WWW ×5ACL ×3ACM MM ×3CIKM ×3CVPR ×3SIGKDD ×3EMNLP ×2AAMAS ×1ECCV ×1ECML-PKDD ×1WSDM ×1

Frequent coauthors

Chao Gao
×14
Liang Yang
×12
Chuan Wang
×11
Dongxiao He
×11
Jiaming Zhuo
×10
Di Jin
×10
Xiaochun Cao
×9
Xianghua Li
×8
Yuanfang Guo
×7
Shuyue Hu
×6
Dongpeng Hou
×6
Xiaobao Wang
×6

Papers

  1. Adaptive Theory of Mind for LLM-based Multi-Agent Coordination
    AAAI 2026 ·
    Chunjiang Mu
    ,
    Ya Zeng
    ,
    Qiaosheng Zhang
    ,
    Kun Shao
    ,
    Chen Chu
    ,
    Hao Guo
    ,
    Danyang Jia
    , Zhen Wang,
    Shuyue Hu
  2. CLASS: Deep Partial Label Feature Selection with Cluster-Guided Disambiguation and Structured Sparsity
    SIGKDD 2026 ·
    Tingjin Luo
    ,
    Mengyuan Tong
    ,
    Qingyang Shu
    ,
    Yueying Liu
    ,
    Hao Zhou
    , Zhen Wang
  3. Design First, Code Later: Aesthetically Pleasing Template-Free Slides Generation
    ACL 2026 ·
    Zhiyao Cui
    ,
    Chenxu Wang
    ,
    Shuyue Hu
    ,
    Yiqun Zhang
    ,
    Wenqi Shao
    ,
    Qiaosheng Zhang
    , Zhen Wang
  4. LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing
    ACL 2026 ·
    Hao Li
    ,
    Yiqun Zhang
    ,
    Zhaoyan Guo
    ,
    Chenxu Wang
    ,
    Shengji Tang
    ,
    Qiaosheng Zhang
    ,
    Yang Chen
    ,
    Biqing Qi
    ,
    Peng Ye
    ,
    Lei Bai
    , Zhen Wang,
    Shuyue Hu
  5. Source Localization in Continuous-Time Propagation via Spectral ODE Modeling
    WWW 2026 ·
    Dongpeng Hou
    ,
    Yuchen Wang
    ,
    Giulio Cimini
    ,
    Roberto Benzi
    ,
    Huixiang Zhang
    , Zhen Wang,
    Chao Gao
  6. Source-Free Graph Foundation Model Adaptation via Pseudo-Source Reconstruction
    AAAI 2026 ·
    Liang Yang
    ,
    Hui Ning
    ,
    Jiaming Zhuo
    ,
    Ziyi Ma
    ,
    Chuan Wang
    ,
    Wenning Wu
    , Zhen Wang
  7. Unveiling Backdoor Propagation in Graphs: Neuron-Centric Defense Mechanisms
    WWW 2026 ·
    Di Jin
    ,
    Bingdao Feng
    ,
    Xiaobao Wang
    ,
    Yuxiang Zhang
    ,
    Zechuan Zhang
    ,
    Liang Yang
    ,
    Dongxiao He
    , Zhen Wang
  8. A Closer Look at Graph Transformers: Cross-Aggregation and Beyond
    NeurIPS 2025 ·
    Jiaming Zhuo
    ,
    Ziyi Ma
    ,
    Yintong Lu
    ,
    Yuwei Liu
    ,
    Kun Fu
    ,
    Di Jin
    ,
    Chuan Wang
    ,
    Wenning Wu
    , Zhen Wang,
    Xiaochun Cao
    ,
    Liang Yang
  9. A Unified Model of Direct and Indirect Reciprocity in Multichannel Games
    AAAI 2025 ·
    Juan Shi
    ,
    Zhaoheng Cao
    ,
    Jinzhuo Liu
    ,
    Chen Chu
    , Zhen Wang
  10. Adaptive Preference Arithmetic: A Personalized Agent with Adaptive Preference Arithmetic for Dynamic Preference Modeling
    NeurIPS 2025 ·
    Hongyi Nie
    ,
    Yaqing Wang
    ,
    Mingyang Zhou
    ,
    Feiyang Pan
    ,
    Quanming Yao
    , Zhen Wang
  11. Backdoor Attack on Propagation-based Rumor Detectors
    AAAI 2025 ·
    Di Jin
    ,
    Yujun Zhang
    ,
    Bingdao Feng
    ,
    Xiaobao Wang
    ,
    Dongxiao He
    , Zhen Wang
  12. CLIPDrag: Combining Text-based and Drag-based Instructions for Image Editing
    ICLR 2025 ·
    Ziqi Jiang
    , Zhen Wang,
    Long Chen
  13. Compositional Zero-shot Learning via Progressive Language-based Observations
    ACM MM 2025 ·
    Lin Li
    ,
    Guikun Chen
    , Zhen Wang,
    Jun Xiao
    ,
    Long Chen
  14. D2: Customizing Two-Stage Graph Neural Networks for Early Rumor Detection through Cascade Diffusion Prediction
    WSDM 2025 ·
    Haowei Xu
    ,
    Chao Gao
    ,
    Xianghua Li
    , Zhen Wang
  15. DUALFormer: Dual Graph Transformer
    ICLR 2025 ·
    Jiaming Zhuo
    ,
    Yuwei Liu
    ,
    Yintong Lu
    ,
    Ziyi Ma
    ,
    Kun Fu
    ,
    Chuan Wang
    ,
    Yuanfang Guo
    , Zhen Wang,
    Xiaochun Cao
    ,
    Liang Yang
  16. Disentangled Graph Spectral Domain Adaptation
    ICML 2025 ·
    Liang Yang
    ,
    Xin Chen
    ,
    Jiaming Zhuo
    ,
    Di Jin
    ,
    Chuan Wang
    ,
    Xiaochun Cao
    , Zhen Wang,
    Yuanfang Guo
  17. Do We Really Need Message Passing in Brain Network Modeling?
    ICML 2025 ·
    Liang Yang
    ,
    Yuwei Liu
    ,
    Jiaming Zhuo
    ,
    Di Jin
    ,
    Chuan Wang
    , Zhen Wang,
    Xiaochun Cao
  18. Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling
    AAAI 2025 ·
    Yongqi Huang
    ,
    Jitao Zhao
    ,
    Dongxiao He
    ,
    Di Jin
    ,
    Yuxiao Huang
    , Zhen Wang
  19. Erasing Concept Combination from Text-to-Image Diffusion Model
    ICLR 2025 ·
    Hongyi Nie
    ,
    Quanming Yao
    ,
    Yang Liu
    , Zhen Wang,
    Yatao Bian
  20. Event-Customized Image Generation
    ICML 2025 · Zhen Wang,
    Yilei Jiang
    ,
    Dong Zheng
    ,
    Jun Xiao
    ,
    Long Chen
  21. Exploiting Self-Refining Normal Graph Structures for Robust Defense against Unsupervised Adversarial Attacks
    IJCAI 2025 ·
    Bingdao Feng
    ,
    Di Jin
    ,
    Xiaobao Wang
    ,
    Dongxiao He
    ,
    Jingyi Cao
    , Zhen Wang
  22. Good Advisor for Source Localization: Using Large Language Model to Guide the Source Inference Process
    IJCAI 2025 ·
    Dongpeng Hou
    ,
    Wenfei Wei
    ,
    Chao Gao
    ,
    Xianghua Li
    , Zhen Wang
  23. Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models
    ICML 2025 ·
    Zhongtian Ma
    ,
    Qiaosheng Zhang
    ,
    Bocheng Zhou
    ,
    Yexin Zhang
    ,
    Shuyue Hu
    , Zhen Wang
  24. Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology
    AAAI 2025 ·
    Liang Yang
    ,
    Zhenna Li
    ,
    Jiaming Zhuo
    ,
    Jing Liu
    ,
    Ziyi Ma
    ,
    Chuan Wang
    , Zhen Wang,
    Xiaochun Cao
  25. HyperDet: Source Detection in Hypergraphs via Interactive Relationship Construction and Feature-rich Attention Fusion
    IJCAI 2025 ·
    Le Cheng
    ,
    Peican Zhu
    ,
    Yangming Guo
    ,
    Keke Tang
    ,
    Chao Gao
    , Zhen Wang
  26. IterIS: Iterative Inference-Solving Alignment for LoRA Merging
    CVPR 2025 ·
    Hongxu Chen
    , Zhen Wang,
    Runshi Li
    ,
    Bowei Zhu
    ,
    Long Chen
  27. Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference
    AAAI 2025 ·
    Mingxin Li
    ,
    Yuchen Zhang
    ,
    Haowei Xu
    ,
    Xianghua Li
    ,
    Chao Gao
    , Zhen Wang
  28. Less is More: Efficient Model Merging with Binary Task Switch
    CVPR 2025 ·
    Biqing Qi
    ,
    Fangyuan Li
    , Zhen Wang,
    Junqi Gao
    ,
    Dong Li
    ,
    Peng Ye
    ,
    Bowen Zhou
  29. LoSplit: Loss-Guided Dynamic Split for Training-Time Defense Against Graph Backdoor Attacks
    NeurIPS 2025 ·
    Di Jin
    ,
    Yuxiang Zhang
    ,
    Bingdao Feng
    ,
    Xiaobao Wang
    ,
    Dongxiao He
    , Zhen Wang
  30. MFAE: Multimodal Feature Adaptive Enhancement for Fake News Video Detection
    CIKM 2025 ·
    Wenhao Wang
    ,
    Mingxin Li
    ,
    Jiao Qiao
    ,
    Haotong Du
    ,
    Xianghua Li
    ,
    Chao Gao
    , Zhen Wang
  31. Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions
    EMNLP 2025 ·
    Yaozu Wu
    ,
    Dongyuan Li
    ,
    Yankai Chen
    ,
    Renhe Jiang
    ,
    Henry Peng Zou
    ,
    Wei-Chieh Huang
    ,
    Yangning Li
    ,
    Liancheng Fang
    , Zhen Wang,
    Philip S. Yu
  32. PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching
    SIGKDD 2025 ·
    Haotong Du
    ,
    Yaqing Wang
    ,
    Fei Xiong
    ,
    Lei Shao
    ,
    Ming Liu
    ,
    Hao Gu
    ,
    Quanming Yao
    , Zhen Wang
  33. Reinforced Active Learning for Large-Scale Virtual Screening with Learnable Policy Model
    NeurIPS 2025 ·
    Yicong Chen
    ,
    Jiahua Rao
    ,
    Jiancong Xie
    ,
    Dahao Xu
    , Zhen Wang,
    Yuedong Yang
  34. Single-Node Trigger Backdoor Attacks in Graph-Based Recommendation Systems
    IJCAI 2025 ·
    Runze Li
    ,
    Di Jin
    ,
    Xiaobao Wang
    ,
    Dongxiao He
    ,
    Bingdao Feng
    , Zhen Wang
  35. SourceDetMamba: A Graph-aware State Space Model for Source Detection in Sequential Hypergraphs
    IJCAI 2025 ·
    Le Cheng
    ,
    Peican Zhu
    ,
    Yangming Guo
    ,
    Chao Gao
    , Zhen Wang,
    Keke Tang
  36. Str-GCL: Structural Commonsense Driven Graph Contrastive Learning
    WWW 2025 ·
    Dongxiao He
    ,
    Yongqi Huang
    ,
    Jitao Zhao
    ,
    Xiaobao Wang
    , Zhen Wang
  37. Taming Recommendation Bias with Causal Intervention on Evolving Personal Popularity
    SIGKDD 2025 ·
    Shiyin Tan
    ,
    Dongyuan Li
    ,
    Renhe Jiang
    , Zhen Wang,
    Xingtong Yu
    ,
    Manabu Okumura
  38. Task-Agnostic Pre-training and Task-Guided Fine-tuning for Versatile Diffusion Planner
    ICML 2025 ·
    Chenyou Fan
    ,
    Chenjia Bai
    ,
    Zhao Shan
    ,
    Haoran He
    ,
    Yang Zhang
    , Zhen Wang
  39. Thermal-Aware Low-Light Image Enhancement: A Real-World Benchmark and a New Light-Weight Model
    AAAI 2025 · Zhen Wang,
    Yaozu Wu
    ,
    Dongyuan Li
    ,
    Shiyin Tan
    ,
    Zhishuai Yin
  40. Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration
    ACL 2025 ·
    Yang Zhang
    ,
    Shixin Yang
    ,
    Chenjia Bai
    ,
    Fei Wu
    ,
    Xiu Li
    , Zhen Wang,
    Xuelong Li
  41. Unified Molecule-Text Language Model with Discrete Token Representation
    IJCAI 2025 ·
    Shuhan Guo
    ,
    Yatao Bian
    ,
    Ruibing Wang
    ,
    Nan Yin
    , Zhen Wang,
    Quanming Yao
  42. Universal Graph Self-Contrastive Learning
    IJCAI 2025 ·
    Liang Yang
    ,
    Yukun Cai
    ,
    Hui Ning
    ,
    Jiaming Zhuo
    ,
    Di Jin
    ,
    Ziyi Ma
    ,
    Yuanfang Guo
    ,
    Chuan Wang
    , Zhen Wang
  43. Video-based Transparent Object Segmentation via Temporal Feature Aggregation
    ACM MM 2025 · Zhen Wang,
    Dongyuan Li
    ,
    Yaozu Wu
    ,
    Peide Zhu
    ,
    Shiyin Tan
    ,
    Renhe Jiang
  44. A General Black-box Adversarial Attack on Graph-based Fake News Detectors
    IJCAI 2024 ·
    Peican Zhu
    ,
    Zechen Pan
    ,
    Yang Liu
    ,
    Jiwei Tian
    ,
    Keke Tang
    , Zhen Wang
  45. A Successful Strategy for Multichannel Iterated Prisoner's Dilemma
    IJCAI 2024 · Zhen Wang,
    Zhaoheng Cao
    ,
    Juan Shi
    ,
    Peican Zhu
    ,
    Shuyue Hu
    ,
    Chen Chu
  46. Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
    ICLR 2024 ·
    Hong Wang
    ,
    Zhongkai Hao
    ,
    Jie Wang
    ,
    Zijie Geng
    , Zhen Wang,
    Bin Li
    ,
    Feng Wu
  47. Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization
    EMNLP 2024 ·
    Dongyuan Li
    ,
    Ying Zhang
    , Zhen Wang,
    Shiyin Tan
    ,
    Satoshi Kosugi
    ,
    Manabu Okumura
  48. Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning
    ICML 2024 ·
    Xiaoyu Wen
    ,
    Chenjia Bai
    ,
    Kang Xu
    ,
    Xudong Yu
    ,
    Yang Zhang
    ,
    Xuelong Li
    , Zhen Wang
  49. Cooperation and Coordination in Heterogeneous Populations with Interaction Diversity
    AAMAS 2024 ·
    Hao Guo
    , Zhen Wang,
    Junliang Xing
    ,
    Pin Tao
    ,
    Yuanchun Shi
  50. Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
    NeurIPS 2024 ·
    Haotong Du
    ,
    Quanming Yao
    ,
    Juzheng Zhang
    ,
    Yang Liu
    , Zhen Wang
  51. DAG-Aware Variational Autoencoder for Social Propagation Graph Generation
    AAAI 2024 ·
    Dongpeng Hou
    ,
    Chao Gao
    ,
    Xuelong Li
    , Zhen Wang
  52. DECap: Towards Generalized Explicit Caption Editing via Diffusion Mechanism
    ECCV 2024 · Zhen Wang,
    Xinyun Jiang
    ,
    Jun Xiao
    ,
    Tao Chen
    ,
    Long Chen
  53. Emergence of Social Norms in Generative Agent Societies: Principles and Architecture
    IJCAI 2024 ·
    Siyue Ren
    ,
    Zhiyao Cui
    ,
    Ruiqi Song
    , Zhen Wang,
    Shuyue Hu
  54. Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering
    NeurIPS 2024 ·
    Dongxiao He
    ,
    Lianze Shan
    ,
    Jitao Zhao
    ,
    Hengrui Zhang
    , Zhen Wang,
    Weixiong Zhang
  55. GAMC: An Unsupervised Method for Fake News Detection Using Graph Autoencoder with Masking
    AAAI 2024 ·
    Shu Yin
    ,
    Peican Zhu
    ,
    Lianwei Wu
    ,
    Chao Gao
    , Zhen Wang
  56. GAUSS: GrAph-customized Universal Self-Supervised Learning
    WWW 2024 ·
    Liang Yang
    ,
    Weixiao Hu
    ,
    Jizhong Xu
    ,
    Runjie Shi
    ,
    Dongxiao He
    ,
    Chuan Wang
    ,
    Xiaochun Cao
    , Zhen Wang,
    Bingxin Niu
    ,
    Yuanfang Guo
  57. GIN-SD: Source Detection in Graphs with Incomplete Nodes via Positional Encoding and Attentive Fusion
    AAAI 2024 ·
    Le Cheng
    ,
    Peican Zhu
    ,
    Keke Tang
    ,
    Chao Gao
    , Zhen Wang
  58. Graph Contrastive Learning Reimagined: Exploring Universality
    WWW 2024 ·
    Jiaming Zhuo
    ,
    Can Cui
    ,
    Kun Fu
    ,
    Bingxin Niu
    ,
    Dongxiao He
    ,
    Chuan Wang
    ,
    Yuanfang Guo
    , Zhen Wang,
    Xiaochun Cao
    ,
    Liang Yang
  59. Improving Graph Contrastive Learning via Adaptive Positive Sampling
    CVPR 2024 ·
    Jiaming Zhuo
    ,
    Feiyang Qin
    ,
    Can Cui
    ,
    Kun Fu
    ,
    Bingxin Niu
    ,
    Mengzhu Wang
    ,
    Yuanfang Guo
    ,
    Chuan Wang
    , Zhen Wang,
    Xiaochun Cao
    ,
    Liang Yang
  60. Inferring Information Diffusion Networks without Timestamps
    CIKM 2024 ·
    Yuchen Wang
    ,
    Dongpeng Hou
    ,
    Chao Gao
    ,
    Xianghua Li
    , Zhen Wang
  61. Joint Source Localization in Different Platforms via Implicit Propagation Characteristics of Similar Topics
    IJCAI 2024 · Zhen Wang,
    Dongpeng Hou
    ,
    Shu Yin
    ,
    Chao Gao
    ,
    Xianghua Li
  62. Multimodal Low-light Image Enhancement with Depth Information
    ACM MM 2024 · Zhen Wang,
    Dongyuan Li
    ,
    Guang Li
    ,
    Ziqing Zhang
    ,
    Renhe Jiang
  63. New Localization Frameworks: User-centric Approaches to Source Localization in Real-world Propagation Scenarios
    CIKM 2024 ·
    Dongpeng Hou
    ,
    Yuchen Wang
    ,
    Chao Gao
    ,
    Xianghua Li
    , Zhen Wang
  64. OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments
    AAAI 2024 ·
    Jinyi Liu
    ,
    Zhi Wang
    ,
    Yan Zheng
    ,
    Jianye Hao
    ,
    Chenjia Bai
    ,
    Junjie Ye
    , Zhen Wang,
    Haiyin Piao
    ,
    Yang Sun
  65. On the Role of General Function Approximation in Offline Reinforcement Learning
    ICLR 2024 ·
    Chenjie Mao
    ,
    Qiaosheng Zhang
    , Zhen Wang,
    Xuelong Li
  66. RumorMixer: Exploring Echo Chamber Effect and Platform Heterogeneity for Rumor Detection
    ECML-PKDD 2024 ·
    Haowei Xu
    ,
    Chao Gao
    ,
    Xianghua Li
    , Zhen Wang
  67. Unified Graph Augmentations for Generalized Contrastive Learning on Graphs
    NeurIPS 2024 ·
    Jiaming Zhuo
    ,
    Yintong Lu
    ,
    Hui Ning
    ,
    Kun Fu
    ,
    Bingxin Niu
    ,
    Dongxiao He
    ,
    Chuan Wang
    ,
    Yuanfang Guo
    , Zhen Wang,
    Xiaochun Cao
    ,
    Liang Yang