PPaperPicks

Sheng Li

University of Virginia, Charlottesville, VA, USA

25 papers at tracked venues · 18 at CORE A* · active 2024–2026

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Venues

AAAI ×6CVPR ×3ACL ×2EMNLP ×2ICML ×2NeurIPS ×2CIKM ×1ECCV ×1ICLR ×1IJCAI ×1NAACL ×1SDM ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Daiqing Qi
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Guangya Wan
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Dongliang Guo
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Zihan Guan
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Mengxuan Hu
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Ronghang Zhu
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Lehan Yang
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Yaochen Zhu
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Zhongliang Zhou
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Yan Wang
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Yu Wang
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Zhixuan Chu
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Papers

  1. COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context
    ACL 2026 ·
    Guangya Wan
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  2. Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing
    CIKM 2025 ·
    Dongliang Guo
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  3. BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing
    ICML 2025 ·
    Dongliang Guo
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  4. Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety
    ICML 2025 ·
    Zihan Guan
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  5. Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning
    ACL 2025 ·
    Guangya Wan
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  6. Improve Temporal Reasoning in Multimodal Large Language Models via Video Contrastive Decoding
    NeurIPS 2025 ·
    Daiqing Qi
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  7. Large Language Models for Causal Discovery: Current Landscape and Future Directions
    IJCAI 2025 ·
    Guangya Wan
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  8. Mind Control through Causal Inference: Predicting Clean Images from Poisoned Data
    ICLR 2025 ·
    Mengxuan Hu
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  9. No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users
    EMNLP 2025 ·
    Mengxuan Hu
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  10. Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling
    NAACL 2025 ·
    Guangya Wan
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  11. Revisiting Source-Free Domain Adaptation: Insights into Representativeness, Generalization, and Variety
    CVPR 2025 ·
    Ronghang Zhu
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  12. The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers
    CVPR 2025 ·
    Daiqing Qi
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  13. Trustworthy AI Meets Educational Assessment: Challenges and Opportunities
    AAAI 2025 · Sheng Li
  14. UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models
    AAAI 2025 ·
    Zihan Guan
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  15. Unified Dense Prediction of Video Diffusion
    CVPR 2025 ·
    Lehan Yang
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  16. Ada-VAD: Domain Adaptable Video Anomaly Detection
    SDM 2024 ·
    Dongliang Guo
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  17. BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract)
    AAAI 2024 ·
    Zihan Guan
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  18. Causal Inference with Latent Variables: Recent Advances and Future Prospectives
    SIGKDD 2024 ·
    Yaochen Zhu
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  19. Easy Regional Contrastive Learning of Expressive Fashion Representations
    NeurIPS 2024 ·
    Daiqing Qi
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  20. Generalizing to Unseen Domains via Text-Guided Augmentation: A Training-Free Approach
    ECCV 2024 ·
    Daiqing Qi
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  21. Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation
    SIGIR 2024 ·
    Zhongliang Zhou
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  22. LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs
    AAAI 2024 ·
    Yan Wang
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  23. Open-Set Graph Domain Adaptation via Separate Domain Alignment
    AAAI 2024 ·
    Yu Wang
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  24. Tag-grounded Visual Instruction Tuning with Retrieval Augmentation
    EMNLP 2024 ·
    Daiqing Qi
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  25. Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction
    AAAI 2024 ·
    Zhixuan Chu
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