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Sheng Wang

20 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

ACL ×5EMNLP ×5ICLR ×3AAAI ×2NeurIPS ×2ECML-PKDD ×1FSE ×1NAACL ×1

Frequent coauthors

Lingpeng Kong
×10
Chuan Wu
×9
Boyang Xue
×7
Jiyue Jiang
×7
Pengan Chen
×4
Liheng Chen
×4
Rui Wang
×3
Hongru Wang
×3
Kam-Fai Wong
×3
Qintong Li
×3
Jiahui Gao
×3
Jingwei Dong
×3

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
    ,
    Yongheng Zhang
    ,
    Qiguang Chen
    ,
    Yao Li
    , Sheng Wang,
    Libo Qin
  2. Mitigating Context Interference for Reliable and Efficient Search Agents
    ACL 2026 ·
    Boyang Xue
    ,
    Bin Wu
    ,
    Shuofei Qiao
    , Sheng Wang,
    Rui Wang
    ,
    Yiming Du
    ,
    Hongru Wang
    ,
    Jeff Z. Pan
    ,
    Emine Yilmaz
    ,
    Kam-Fai Wong
    ,
    Aldo Lipani
  3. Developing and Utilizing a Large-Scale Cantonese Dataset for Multi-Tasking in Large Language Models
    EMNLP 2025 ·
    Jiyue Jiang
    ,
    Alfred Kar Yin Truong
    ,
    Yanyu Chen
    ,
    Qinghang Bao
    , Sheng Wang,
    Pengan Chen
    ,
    Jiuming Wang
    ,
    Lingpeng Kong
    ,
    Yu Li
    ,
    Chuan Wu
  4. Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation
    EMNLP 2025 ·
    Pengchao Feng
    ,
    Ziyang Ma
    ,
    Wenxi Chen
    ,
    Yao Li
    , Sheng Wang,
    Kai Yu
    ,
    Xie Chen
  5. Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration
    ICLR 2025 ·
    Qintong Li
    ,
    Jiahui Gao
    , Sheng Wang,
    Renjie Pi
    ,
    Xueliang Zhao
    ,
    Chuan Wu
    ,
    Xin Jiang
    ,
    Zhenguo Li
    ,
    Lingpeng Kong
  6. Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
    ICLR 2025 ·
    Jiahan Li
    ,
    Tong Chen
    ,
    Shitong Luo
    ,
    Chaoran Cheng
    ,
    Jiaqi Guan
    ,
    Ruihan Guo
    , Sheng Wang,
    Ge Liu
    ,
    Jian Peng
    ,
    Jianzhu Ma
  7. How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models
    NAACL 2025 ·
    Jiyue Jiang
    ,
    Pengan Chen
    ,
    Liheng Chen
    , Sheng Wang,
    Qinghang Bao
    ,
    Lingpeng Kong
    ,
    Yu Li
    ,
    Chuan Wu
  8. MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
    ACL 2025 ·
    Boyang Xue
    ,
    Hongru Wang
    ,
    Rui Wang
    , Sheng Wang,
    Zezhong Wang
    ,
    Yiming Du
    ,
    Bin Liang
    ,
    Wenxuan Zhang
    ,
    Kam-Fai Wong
  9. MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards
    ICLR 2025 · Sheng Wang,
    Liheng Chen
    ,
    Pengan Chen
    ,
    Jingwei Dong
    ,
    Boyang Xue
    ,
    Jiyue Jiang
    ,
    Lingpeng Kong
    ,
    Chuan Wu
  10. ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom
    EMNLP 2025 ·
    Jingqi Zhou
    , Sheng Wang,
    Jingwei Dong
    ,
    Kai Liu
    ,
    Lei Li
    ,
    Jiahui Gao
    ,
    Jiyue Jiang
    ,
    Lingpeng Kong
    ,
    Chuan Wu
  11. QSpec: Speculative Decoding with Complementary Quantization Schemes
    EMNLP 2025 ·
    Juntao Zhao
    ,
    Wenhao Lu
    , Sheng Wang,
    Lingpeng Kong
    ,
    Chuan Wu
  12. Seg2Any: Open-set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control
    NeurIPS 2025 ·
    Danfeng Li
    ,
    Hui Zhang
    , Sheng Wang,
    Jiacheng Li
    ,
    Zuxuan Wu
  13. SpecChecker-Int: An Extensible Concurrency Bugs Detection Tool for Interrupt-driven Embedded Software
    FSE 2025 ·
    Boxiang Wang
    ,
    Chao Li
    ,
    Rui Chen
    , Sheng Wang,
    Chunpeng Jia
    ,
    Mengfei Yang
  14. Towards Deeper GCNs: Alleviating Over-Smoothing via Iterative Training and Fine-Tuning
    ECML-PKDD 2025 ·
    Furong Peng
    ,
    Jinzhen Gao
    ,
    Xuan Lu
    ,
    Kang Liu
    ,
    Yifan Huo
    , Sheng Wang
  15. TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning
    NeurIPS 2025 · Sheng Wang,
    Pengan Chen
    ,
    Jingqi Zhou
    ,
    Qintong Li
    ,
    Jingwei Dong
    ,
    Jiahui Gao
    ,
    Boyang Xue
    ,
    Jiyue Jiang
    ,
    Lingpeng Kong
    ,
    Chuan Wu
  16. UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models
    ACL 2025 ·
    Boyang Xue
    ,
    Fei Mi
    ,
    Qi Zhu
    ,
    Hongru Wang
    ,
    Rui Wang
    , Sheng Wang,
    Erxin Yu
    ,
    Xuming Hu
    ,
    Kam-Fai Wong
  17. Cross-Domain Contrastive Learning for Time Series Clustering
    AAAI 2024 ·
    Furong Peng
    ,
    Jiachen Luo
    ,
    Xuan Lu
    , Sheng Wang,
    Feijiang Li
  18. LoRA Meets Dropout under a Unified Framework
    ACL 2024 · Sheng Wang,
    Liheng Chen
    ,
    Jiyue Jiang
    ,
    Boyang Xue
    ,
    Lingpeng Kong
    ,
    Chuan Wu
  19. PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA
    ACL 2024 · Sheng Wang,
    Boyang Xue
    ,
    Jiacheng Ye
    ,
    Jiyue Jiang
    ,
    Liheng Chen
    ,
    Lingpeng Kong
    ,
    Chuan Wu
  20. Retrieved Sequence Augmentation for Protein Representation Learning
    EMNLP 2024 ·
    Chang Ma
    ,
    Haiteng Zhao
    ,
    Lin Zheng
    ,
    Jiayi Xin
    ,
    Qintong Li
    ,
    Lijun Wu
    ,
    Zhihong Deng
    ,
    Yang Lu
    ,
    Qi Liu
    , Sheng Wang,
    Lingpeng Kong