Haoyi Zhou

Venues

Frequent coauthors

Papers

1. FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence
   AAAI 2026 ·

   Guoan Wan

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2. Fine-Tuned LLMs Know They Don't Know: A Parameter-Efficient Approach to Recovering Honesty
   AAAI 2026 ·

   Zeyu Shi

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3. Table Question Answering via Adaptive Routing
   ICDE 2026 ·

   Yang Liu

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4. Towards Long-window Anchoring in Vision-Language Model Distillation
   AAAI 2026 · Haoyi Zhou
5. FLUE: Streamlined Uncertainty Estimation for Large Language Models
   AAAI 2025 ·

   Shiqi Gao

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6. FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers
   IJCAI 2025 ·

   Tianyu Chen

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7. Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding
   CVPR 2025 ·

   Tianyu Chen

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8. MalDetectFormer: Leveraging Sparse SpatioTemporal Information for Effective Malicious Traffic Detection
   AAAI 2025 ·

   Shuai Zhang

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9. OmniArch: Building Foundation Model for Scientific Computing
   ICML 2025 ·

   Tianyu Chen

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10. PINNsAgent: Automated PDE Surrogation with Large Language Models
    ICML 2025 ·

    Qingpo Wuwu

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11. Towards Objective Fine-tuning: How LLMs' Prior Knowledge Causes Potential Poor Calibration?
    ACL 2025 ·

    Ziming Wang

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12. Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement Learning
    AAAI 2024 ·

    Tianchen Zhu

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13. From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning
    NeurIPS 2024 ·

    Pusen Dong

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14. MultiNetAD: Multiplex Network-Based Anomaly Access Detection Featuring Semantic Hierarchies
    SDM 2024 ·

    Ziqi Yuan

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15. PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization
    WSDM 2024 ·

    Ziqi Yuan

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16. QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization
    NeurIPS 2024 ·

    Qi Song

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17. Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification
    AAAI 2024 ·

    Zixuan Yuan

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