All Stories

  1. ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?

    Article • August 2026, ACM (Association for Computing Machinery)

    Canyu Chen, Fei Wang, Baixiang Huang, Zhongwei Wan

  2. Privacy-Aware Decoding: Mitigating Privacy Leakage of Large Language Models in Retrieval-Augmented Generation

    Article • August 2026, ACM (Association for Computing Machinery)

    Baixiang Huang, Xiongxiao Xu

  3. EHRBench: An Automated and Reliable EHR-based Benchmark for Clinical Decision Making with LLMs

    Article • August 2026, ACM (Association for Computing Machinery)

    Baixiang Huang

  4. Beyond Tokens: A Survey on Decoding Methods for Large Language and Vision-Language Models

    Article • ACM SIGKDD Explorations Newsletter, June 2026, ACM (Association for Computing Machinery)

    Baixiang Huang

  5. Prompt-Induced Linguistic Fingerprints for LLM-Generated Fake News Detection

    Article • April 2026, ACM (Association for Computing Machinery)

    Baixiang Huang

  6. Can Multimodal LLMs Perform Time Series Anomaly Detection?

    Article • April 2026, ACM (Association for Computing Machinery)

    Baixiang Huang, Xiongxiao Xu

  7. Unifying Knowledge in Agentic LLMs: Concepts, Methods, and Recent Advancements

    Article • ACM SIGKDD Explorations Newsletter, December 2025, ACM (Association for Computing Machinery)

    Baixiang Huang

  8. SST: Multi-Scale Hybrid Mamba-Transformer Experts for Time Series Forecasting

    Article • November 2025, ACM (Association for Computing Machinery)

    Xiongxiao Xu, Baixiang Huang, Canyu Chen

  9. Fin-Fact : A Benchmark Dataset for Multimodal Financial Fact-Checking and Explanation Generation

    Article • May 2025, ACM (Association for Computing Machinery)

    Baixiang Huang

  10. Graph with Sequence: Broad-Range Semantic Modeling for Fake News Detection

    Article • April 2025, ACM (Association for Computing Machinery)

    WENTAO LI, Baixiang Huang

  11. Identifying Who Wrote What is More Important Than Ever in the Age of LLMs

    Article • ACM SIGKDD Explorations Newsletter, January 2025, ACM (Association for Computing Machinery)

    Canyu Chen, Baixiang Huang