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

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Venues

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

Frequent coauthors

Jian Lang
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Zhangtao Cheng
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Liu Yu
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Rongpei Hong
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Xovee Xu
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Wenzheng Shu
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Ting Zhong
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Bin Chen
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Yanzhe Xie
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Xiaohan Wang
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Jiao Li
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Wei Chen
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Papers

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