PPaperPicks

Qi He

IBM Almaden Research Center, San Jose, CA, USA

26 papers at tracked venues · 21 at CORE A* · active 2024–2026

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Venues

ACL ×10SIGKDD ×3EMNLP ×2NAACL ×2NeurIPS ×2SIGIR ×2AAAI ×1AISTATS ×1CHI ×1ICLR ×1WWW ×1

Frequent coauthors

Yuxuan Lu
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Jie Ren
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Fali Wang
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Yingqian Cui
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Xianren Zhang
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Haoyu Han
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Shengbo Gong
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Zewen Liu
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Haitong Luo
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Yu Fu
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Srinivasan Parthasarathy
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Juntong Ni
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Papers

  1. Beyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking
    ACL 2026 ·
    Shengbo Gong
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  2. Can LLM Agents Simulate Multi-Turn Human Behavior? Evidence from Real Online Customer Behavior Data
    ACL 2026 ·
    Yuxuan Lu
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  3. Can Large Language Models Adequately Perform Symbolic Reasoning Over Time Series?
    ACL 2026 ·
    Zewen Liu
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  4. Graph-Assisted Large Language Models: A Perspective on Mitigating Intrinsic Limitations
    ACL 2026 ·
    Haitong Luo
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  5. Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models
    AAAI 2026 ·
    Yu Fu
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  6. Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, KDD 2026, Jeju Island, Korea, August 9-13, 2026
    SIGKDD 2026 ·
    Srinivasan Parthasarathy
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  7. STReasoner: Empowering LLMs for Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement Learning
    ACL 2026 ·
    Juntong Ni
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  8. A General Framework to Enhance Fine-tuning-based LLM Unlearning
    ACL 2025 ·
    Jie Ren
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  9. A Survey on Small Language Models in the Era of Large Language Models: Architecture, Capabilities, and Trustworthiness
    SIGKDD 2025 ·
    Fali Wang
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  10. A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration
    AISTATS 2025 ·
    Yingqian Cui
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  11. AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks
    NeurIPS 2025 ·
    Fali Wang
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  12. Catastrophic Failure of LLM Unlearning via Quantization
    ICLR 2025 ·
    Zhiwei Zhang
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  13. Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions?
    ACL 2025 ·
    Xianren Zhang
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  14. EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association
    ACL 2025 ·
    Weiqi Wang
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  15. Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce
    SIGIR 2025 ·
    Jingying Zeng
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  16. Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy
    NeurIPS 2025 ·
    Jie Ren
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  17. Language Model Alignment for Conversational Shopping at Amazon
    SIGIR 2025 ·
    Chen Luo
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  18. Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data
    NAACL 2025 ·
    Juanhui Li
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  19. Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning
    ACL 2025 ·
    Haoyu Han
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  20. SUA: Stealthy Multimodal Large Language Model Unlearning Attack
    EMNLP 2025 ·
    Xianren Zhang
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  21. SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains
    NAACL 2025 ·
    Ran Xu
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  22. Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
    ACL 2025 ·
    Yingqian Cui
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  23. The 2nd Workshop on Large Language Models for E-Commerce
    SIGKDD 2025 ·
    Haoyu Han
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  24. To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach
    EMNLP 2025 ·
    Yuchen Yan
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  25. UXAgent: An LLM Agent-Based Usability Testing Framework for Web Design
    CHI 2025 ·
    Yuxuan Lu
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  26. Turning A Curse into A Blessing: Data-Aware Memory-Efficient Training of Graph Neural Networks by Dynamic Exiting
    WWW 2024 ·
    Yan Han
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