All Stories

  1. 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

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

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

    Baixiang Huang

  3. Can Multimodal LLMs Perform Time Series Anomaly Detection?

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

    Baixiang Huang, Xiongxiao Xu

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

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

    Baixiang Huang

  5. 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

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

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

    Baixiang Huang

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

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

    WENTAO LI, Baixiang Huang

  8. 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