Sheng Wang

Venues

Frequent coauthors

Papers

1. Let's Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts
   AAAI 2026 ·

   Xu Liu

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2. Mitigating Context Interference for Reliable and Efficient Search Agents
   ACL 2026 ·

   Boyang Xue

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3. Developing and Utilizing a Large-Scale Cantonese Dataset for Multi-Tasking in Large Language Models
   EMNLP 2025 ·

   Jiyue Jiang

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4. Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation
   EMNLP 2025 ·

   Pengchao Feng

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5. Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration
   ICLR 2025 ·

   Qintong Li

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6. Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
   ICLR 2025 ·

   Jiahan Li

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7. How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models
   NAACL 2025 ·

   Jiyue Jiang

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8. MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
   ACL 2025 ·

   Boyang Xue

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9. MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards
   ICLR 2025 · Sheng Wang
10. ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom
    EMNLP 2025 ·

    Jingqi Zhou

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11. QSpec: Speculative Decoding with Complementary Quantization Schemes
    EMNLP 2025 ·

    Juntao Zhao

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12. Seg2Any: Open-set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control
    NeurIPS 2025 ·

    Danfeng Li

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13. Towards Deeper GCNs: Alleviating Over-Smoothing via Iterative Training and Fine-Tuning
    ECML-PKDD 2025 ·

    Furong Peng

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14. TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning
    NeurIPS 2025 · Sheng Wang
15. UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models
    ACL 2025 ·

    Boyang Xue

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16. Cross-Domain Contrastive Learning for Time Series Clustering
    AAAI 2024 ·

    Furong Peng

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17. LoRA Meets Dropout under a Unified Framework
    ACL 2024 · Sheng Wang
18. PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA
    ACL 2024 · Sheng Wang
19. Retrieved Sequence Augmentation for Protein Representation Learning
    EMNLP 2024 ·

    Chang Ma

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