Yequan Wang

Venues

Frequent coauthors

Papers

1. Break Through the Compression Bottleneck: From Theory to Practice
   ACL 2026 ·

   Xiusheng Huang

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2. Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts
   ACL 2026 ·

   Xiaowei Yuan

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3. EmotionTalk: An Interactive Chinese Multimodal Emotion Dataset With Rich Annotations
   ACL 2026 ·

   Haoqin Sun

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4. Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs
   ACL 2026 ·

   Jinhui Chen

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5. If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs
   ACL 2026 ·

   Siqi Fan

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6. Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs
   ACL 2026 ·

   Huanxuan Liao

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7. Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs
   ACL 2026 ·

   Wu Li

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8. Theory-optimal Quantization Based on Flatness
   ACL 2026 ·

   Xiusheng Huang

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9. Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
   ICLR 2025 ·

   Xiusheng Huang

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10. ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5
    ACL 2025 ·

    Jiaming Zhou

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11. Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement
    ACL 2025 ·

    Xiaowei Yuan

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12. Few-Shot Learner Generalizes Across AI-Generated Image Detection
    ICML 2025 ·

    Shiyu Wu

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13. Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering
    AAAI 2025 ·

    Yifan Lu

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14. Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling
    ACL 2025 ·

    Junlin Li

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15. Not All Layers of LLMs Are Necessary During Inference
    IJCAI 2025 ·

    Siqi Fan

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16. Position-Aware Depth Decay Decoding (D³): Boosting Large Language Model Inference Efficiency
    ACL 2025 ·

    Siqi Fan

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17. Reflection on Knowledge Graph for Large Language Models Reasoning
    ACL 2025 ·

    Yigeng Zhou

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18. SeniorTalk: A Chinese Conversation Dataset with Rich Annotations for Super-Aged Seniors
    NeurIPS 2025 ·

    Yang Chen

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19. BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials
    AAAI 2024 ·

    Xingrun Xing

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20. Commonsense Knowledge Editing Based on Free-Text in LLMs
    EMNLP 2024 ·

    Xiusheng Huang

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21. Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint
    ACL 2024 ·

    Xiaowei Yuan

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22. Improving Zero-shot LLM Re-Ranker with Risk Minimization
    EMNLP 2024 ·

    Xiaowei Yuan

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23. Masked Structural Growth for 2x Faster Language Model Pre-training
    ICLR 2024 ·

    Yiqun Yao

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24. Multimodal Reasoning with Multimodal Knowledge Graph
    ACL 2024 ·

    Junlin Lee

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25. Reasons and Solutions for the Decline in Model Performance after Editing
    NeurIPS 2024 ·

    Xiusheng Huang

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26. Spectral-Based Graph Neural Networks for Complementary Item Recommendation
    AAAI 2024 ·

    Haitong Luo

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27. SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms
    ICML 2024 ·

    Xingrun Xing

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