PPaperPicks

Fan Zhou

University of Electronic Science and Technology of China, Chengdu, China

40 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8038-8150 ↗Homepage ↗

Venues

AAAI ×16SIGKDD ×8SIGIR ×5WWW ×5ACL ×1ACM MM ×1EMNLP ×1ICCV ×1ICML ×1IJCAI ×1

Frequent coauthors

Ting Zhong
×23
Zhangtao Cheng
×15
Jian Lang
×15
Qiang Gao
×8
Rongpei Hong
×8
Yong Wang
×8
Xovee Xu
×6
Wenxin Tai
×6
Ping Kuang
×5
Liu Yu
×4
Goce Trajcevski
×4
Xueqin Chen
×3

Papers

  1. Beyond Graph Priors: A Co-Evolving Framework Under Uncertainty for Enterprise Resilience Assessment
    AAAI 2026 ·
    Yanzhe Xie
    ,
    Li Huang
    ,
    Qiang Gao
    ,
    Xueqin Chen
    , Fan Zhou,
    Kunpeng Zhang
  2. Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs
    AAAI 2026 ·
    Liu Yu
    ,
    Zhonghao Chen
    ,
    Ping Kuang
    ,
    Zhikun Feng
    , Fan Zhou,
    Lan Wang
    ,
    Gillian Dobbie
  3. Evidential Matching, Uncertainty Calibration: Towards Robust Composed Video Retrieval with Noisy Triplets
    WWW 2026 ·
    Zhangtao Cheng
    ,
    Bozhu Zheng
    ,
    Ting Zhong
    , Fan Zhou
  4. From Shallow Humor to Metaphor: Towards Label-Free Harmful Meme Detection via LMM Agent Self-Improvement
    SIGKDD 2026 ·
    Jian Lang
    ,
    Rongpei Hong
    ,
    Ting Zhong
    ,
    Leiting Chen
    ,
    Qiang Gao
    , Fan Zhou
  5. LEAF: Towards Lightweight Explainable Hateful Video Detection via Self-Grounding CoT Guided Stage-Wise Distillation
    ACL 2026 ·
    Jian Lang
    ,
    Rongpei Hong
    ,
    Meihui Zhong
    ,
    Kaiju Li
    ,
    Ting Zhong
    ,
    Qiang Gao
    , Fan Zhou
  6. Learning to Curate Context: Jointly Optimizing Retrieval and Prediction for Multimodal Social Media Popularity
    AAAI 2026 ·
    Xovee Xu
    ,
    Shuojun Lin
    , Fan Zhou,
    Jingkuan Song
  7. Modality-Balanced Collaborative Distillation for Multi-Modal Domain Generalization
    AAAI 2026 ·
    Xiaohan Wang
    ,
    Zhangtao Cheng
    ,
    Ting Zhong
    ,
    Leiting Chen
    , Fan Zhou
  8. Nip Rumors in the Bud: Retrieval-Guided Topic-Level Adaptation for Test-Time Fake News Video Detection
    SIGKDD 2026 ·
    Jian Lang
    ,
    Rongpei Hong
    ,
    Ting Zhong
    ,
    Yong Wang
    , Fan Zhou
  9. Shedding the Facades, Connecting the Domains: Detecting Shifting Multimodal Hate Video with Test-Time Adaptation
    AAAI 2026 ·
    Jiao Li
    ,
    Jian Lang
    ,
    Xikai Tang
    ,
    Wenzheng Shu
    ,
    Ting Zhong
    ,
    Qiang Gao
    ,
    Yong Wang
    ,
    Leiting Chen
    , Fan Zhou
  10. TAMEing Long Contexts in Personalization: Towards Training-Free and State-Aware MLLM Personalized Assistant
    SIGKDD 2026 ·
    Rongpei Hong
    ,
    Jian Lang
    ,
    Ting Zhong
    ,
    Yong Wang
    , Fan Zhou
  11. Bimodal Debiasing for Text-to-Image Diffusion: Adaptive Guidance in Textual and Visual Spaces
    ACM MM 2025 ·
    Liu Yu
    ,
    Jiajun Sun
    ,
    Ping Kuang
    ,
    Rui Zhou
    , Fan Zhou,
    Zhikun Feng
  12. Biting Off More Than You Can Detect: Retrieval-Augmented Multimodal Experts for Short Video Hate Detection
    WWW 2025 ·
    Jian Lang
    ,
    Rongpei Hong
    ,
    Jin Xu
    ,
    Yili Li
    ,
    Xovee Xu
    , Fan Zhou
  13. Borrowing Eyes for the Blind Spot: Overcoming Data Scarcity in Malicious Video Detection Via Cross-Domain Retrieval Augmentation
    ICCV 2025 ·
    Rongpei Hong
    ,
    Jian Lang
    ,
    Ting Zhong
    , Fan Zhou
  14. Echoes in the Feed: Evolution-aware Prompt-augmented Micro-video Popularity Prediction
    SIGIR 2025 ·
    Wei Chen
    ,
    Jiao Li
    ,
    Jian Lang
    ,
    Zhangtao Cheng
    ,
    Yong Wang
    , Fan Zhou
  15. Facing Anomalies Head-On: Network Traffic Anomaly Detection via Uncertainty-Inspired Inter-Sample Differences
    WWW 2025 ·
    Xinglin Lian
    ,
    Chengtai Cao
    ,
    Yan Liu
    ,
    Xovee Xu
    ,
    Yu Zheng
    , Fan Zhou
  16. Following Clues, Approaching the Truth: Explainable Micro-Video Rumor Detection via Chain-of-Thought Reasoning
    WWW 2025 ·
    Rongpei Hong
    ,
    Jian Lang
    ,
    Jin Xu
    ,
    Zhangtao Cheng
    ,
    Ting Zhong
    , Fan Zhou
  17. Generative Thinking, Corrective Action: User-Friendly Composed Image Retrieval via Automatic Multi-Agent Collaboration
    SIGKDD 2025 ·
    Zhangtao Cheng
    ,
    Yuhao Ma
    ,
    Jian Lang
    ,
    Kunpeng Zhang
    ,
    Ting Zhong
    ,
    Yong Wang
    , Fan Zhou
  18. Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation
    AAAI 2025 ·
    Xovee Xu
    ,
    Yifan Zhang
    , Fan Zhou,
    Jingkuan Song
  19. In-context Prompt-augmented Micro-video Popularity Prediction
    AAAI 2025 ·
    Zhangtao Cheng
    ,
    Jiao Li
    ,
    Jian Lang
    ,
    Ting Zhong
    , Fan Zhou
  20. REDEEMing Modality Information Loss: Retrieval-Guided Conditional Generation for Severely Modality Missing Learning
    SIGKDD 2025 ·
    Jian Lang
    ,
    Rongpei Hong
    ,
    Zhangtao Cheng
    ,
    Ting Zhong
    ,
    Yong Wang
    , Fan Zhou
  21. Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs
    ICML 2025 ·
    Wenxin Tai
    ,
    Ting Zhong
    ,
    Goce Trajcevski
    , Fan Zhou
  22. Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning
    AAAI 2025 ·
    Jian Lang
    ,
    Zhangtao Cheng
    ,
    Ting Zhong
    , Fan Zhou
  23. Reward Balancing Revisited: Enhancing Offline Reinforcement Learning for Recommender Systems
    WWW 2025 ·
    Wenzheng Shu
    ,
    Yanxiang Zeng
    ,
    Yongxiang Tang
    ,
    Teng Sha
    ,
    Ning Luo
    ,
    Yanhua Cheng
    ,
    Xialong Liu
    , Fan Zhou,
    Peng Jiang
  24. Seeing the Unseen in Micro-Video Popularity Prediction: Self-Correlation Retrieval for Missing Modality Generation
    SIGKDD 2025 ·
    Zhangtao Cheng
    ,
    Jian Lang
    ,
    Ting Zhong
    , Fan Zhou
  25. Amplifying Diversity and Quality in Commonsense Knowledge Graph Completion (Student Abstract)
    AAAI 2024 ·
    Liu Yu
    ,
    Fenghui Tian
    ,
    Ping Kuang
    , Fan Zhou
  26. Analyzing and Mitigating Repetitions in Trip Recommendation
    SIGIR 2024 ·
    Wenzheng Shu
    ,
    Kangqi Xu
    ,
    Wenxin Tai
    ,
    Ting Zhong
    ,
    Yong Wang
    , Fan Zhou
  27. Biases Mitigation and Expressiveness Preservation in Language Models: A Comprehensive Pipeline (Student Abstract)
    AAAI 2024 ·
    Liu Yu
    ,
    Ludie Guo
    ,
    Ping Kuang
    , Fan Zhou
  28. Decoupling User Relationships Guides Information Diffusion Prediction (Student Abstract)
    AAAI 2024 ·
    Wenxue Ye
    ,
    Shichong Li
    ,
    Zhangtao Cheng
    ,
    Xovee Xu
    ,
    Ting Zhong
    ,
    Bei Hui
    , Fan Zhou
  29. Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract)
    AAAI 2024 ·
    Jinyu Hong
    ,
    Ping Kuang
    ,
    Qiang Gao
    , Fan Zhou
  30. Enhancing Fine-Grained Urban Flow Inference via Incremental Neural Operator
    IJCAI 2024 ·
    Qiang Gao
    ,
    Xiaolong Song
    ,
    Li Huang
    ,
    Goce Trajcevski
    , Fan Zhou,
    Xueqin Chen
  31. Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract)
    AAAI 2024 ·
    Shikang Pang
    ,
    Chunjing Xiao
    ,
    Wenxin Tai
    ,
    Zhangtao Cheng
    , Fan Zhou
  32. Information Diffusion Prediction via Cascade-Retrieved In-context Learning
    SIGIR 2024 ·
    Ting Zhong
    ,
    Jienan Zhang
    ,
    Zhangtao Cheng
    , Fan Zhou,
    Xueqin Chen
  33. Interpreting Temporal Knowledge Graph Reasoning (Student Abstract)
    AAAI 2024 ·
    Bin Chen
    ,
    Kai Yang
    ,
    Wenxin Tai
    ,
    Zhangtao Cheng
    ,
    Leyuan Liu
    ,
    Ting Zhong
    , Fan Zhou
  34. Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-level Anomaly Detection
    SIGKDD 2024 ·
    Chunjing Xiao
    ,
    Shikang Pang
    ,
    Wenxin Tai
    ,
    Yanlong Huang
    ,
    Goce Trajcevski
    , Fan Zhou
  35. Natural Evolution-based Dual-Level Aggregation for Temporal Knowledge Graph Reasoning
    EMNLP 2024 ·
    Bin Chen
    ,
    Chunjing Xiao
    , Fan Zhou
  36. Predicting Micro-video Popularity via Multi-modal Retrieval Augmentation
    SIGIR 2024 ·
    Ting Zhong
    ,
    Jian Lang
    ,
    Yifan Zhang
    ,
    Zhangtao Cheng
    ,
    Kunpeng Zhang
    , Fan Zhou
  37. Retrieval-Augmented Hypergraph for Multimodal Social Media Popularity Prediction
    SIGKDD 2024 ·
    Zhangtao Cheng
    ,
    Jienan Zhang
    ,
    Xovee Xu
    ,
    Goce Trajcevski
    ,
    Ting Zhong
    , Fan Zhou
  38. Self-Explainable Next POI Recommendation
    SIGIR 2024 ·
    Kai Yang
    ,
    Yi Yang
    ,
    Qiang Gao
    ,
    Ting Zhong
    ,
    Yong Wang
    , Fan Zhou
  39. Shallow Diffusion for Fast Speech Enhancement (Student Abstract)
    AAAI 2024 ·
    Yue Lei
    ,
    Bin Chen
    ,
    Wenxin Tai
    ,
    Ting Zhong
    , Fan Zhou
  40. Spatial-Temporal Augmentation for Crime Prediction (Student Abstract)
    AAAI 2024 ·
    Hongzhu Fu
    , Fan Zhou,
    Qing Guo
    ,
    Qiang Gao