Huayu Li

Venues

Frequent coauthors

Papers

1. DRA-GRPO: Your GRPO Needs to Know Diverse Reasoning Paths for Mathematical Reasoning
   ACL 2026 ·

   Xiwen Chen

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2. Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding
   EACL 2026 · Huayu Li
3. Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations
   SIGKDD 2026 ·

   Liang Luo

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4. Mixture of Sequence: Theme-Aware Mixture-of-Experts for Long-Sequence Recommendation
   WWW 2026 ·

   Xiao Lin

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5. Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation
   WACV 2026 ·

   Xiwen Chen

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6. ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation
   ACL 2026 ·

   Yihua Zhang

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7. SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling
   SIGIR 2026 ·

   Zikun Liu

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8. Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis
   ICCV 2025 ·

   Xiwen Chen

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9. External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation
   WWW 2025 ·

   Mingfu Liang

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10. FIC-TSC: Learning Time Series Classification with Fisher Information Constraint
    ICML 2025 ·

    Xiwen Chen

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11. InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction
    CIKM 2025 ·

    Zhichen Zeng

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12. LogicNet: A Logical Consistency Embedded Face Attribute Learning Network
    WACV 2025 ·

    Haiyu Wu

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13. RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples
    WACV 2025 ·

    Xiwen Chen

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14. Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences
    AAAI 2025 ·

    Xiwen Chen

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15. The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit
    ACL 2025 ·

    Huixue Zhou

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16. Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration
    AAAI 2025 ·

    Zijian Wang

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17. AutoML for Large Capacity Modeling of Meta's Ranking Systems
    WWW 2024 ·

    Hang Yin

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18. Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta
    WWW 2024 ·

    Wei Zhang

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19. TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
    ICML 2024 ·

    Xiwen Chen

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