PPaperPicks

Hui Liu

Amazon, Palo Alto, CA, USA

19 papers at tracked venues · 13 at CORE A* · active 2025–2026

DBLP profile ↗ORCID 0009-0008-9032-6413 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×6EMNLP ×3NAACL ×3ICLR ×2AAAI ×1ICML ×1NeurIPS ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Xianfeng Tang
×15
Qi He
×11
Suhang Wang
×8
Zhenwei Dai
×5
Chen Luo
×5
Jingying Zeng
×4
Jiliang Tang
×4
Yue Xing
×3
Zhen Li
×3
Hui Liu
×3
Fali Wang
×3
Zongyu Wu
×3

Papers

  1. A Reward-Guided Dual-Phase Framework for Adaptive Inference-Time Reasoning
    ACL 2026 ·
    Yingqian Cui
    ,
    Zhenwei Dai
    ,
    Pengfei He
    ,
    Bing He
    , Hui Liu,
    Zhan Shi
    ,
    Xianfeng Tang
    ,
    Jingying Zeng
    ,
    Suhang Wang
    ,
    Yue Xing
    ,
    Jiliang Tang
    ,
    Benoit Dumoulin
  2. Anchoring the Cache: Mitigating Contextual Hallucination in KV-Compressed Long-Context Summarization
    ACL 2026 ·
    Yu Fu
    ,
    Chen Luo
    ,
    Josef Valvoda
    ,
    Xin Zhang
    ,
    Xuejing Lei
    ,
    Xiao Pan
    , Hui Liu,
    Yue Dong
  3. Do VLMs Have a Moral Backbone? A Study on the Fragile Morality of Vision-Language Models
    ACL 2026 ·
    Zhining Liu
    ,
    Tianyi Wang
    ,
    Xiao Lin
    ,
    Penghao Ouyang
    ,
    Gaotang Li
    ,
    Ze Yang
    , Hui Liu,
    Sumit Keswani
    ,
    Vishwa Pardeshi
    ,
    Huijun Zhao
    ,
    Wei Fan
    ,
    Hanghang Tong
  4. Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models
    AAAI 2026 ·
    Yu Fu
    ,
    Haz Sameen Shahgir
    , Hui Liu,
    Xianfeng Tang
    ,
    Qi He
    ,
    Yue Dong
  5. A General Framework to Enhance Fine-tuning-based LLM Unlearning
    ACL 2025 ·
    Jie Ren
    ,
    Zhenwei Dai
    ,
    Xianfeng Tang
    , Hui Liu,
    Jingying Zeng
    ,
    Zhen Li
    ,
    Rahul Goutam
    ,
    Suhang Wang
    ,
    Yue Xing
    ,
    Qi He
    ,
    Hui Liu
  6. A Survey on Small Language Models in the Era of Large Language Models: Architecture, Capabilities, and Trustworthiness
    SIGKDD 2025 ·
    Fali Wang
    ,
    Minhua Lin
    ,
    Yao Ma
    , Hui Liu,
    Qi He
    ,
    Xianfeng Tang
    ,
    Jiliang Tang
    ,
    Jian Pei
    ,
    Suhang Wang
  7. AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks
    NeurIPS 2025 ·
    Fali Wang
    , Hui Liu,
    Zhenwei Dai
    ,
    Jingying Zeng
    ,
    Zhiwei Zhang
    ,
    Zongyu Wu
    ,
    Chen Luo
    ,
    Zhen Li
    ,
    Xianfeng Tang
    ,
    Qi He
    ,
    Suhang Wang
  8. Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation
    EMNLP 2025 ·
    Jiankun Zhang
    ,
    Shenglai Zeng
    ,
    Jie Ren
    ,
    Tianqi Zheng
    , Hui Liu,
    Xianfeng Tang
    ,
    Hui Liu
    ,
    Yi Chang
  9. Catastrophic Failure of LLM Unlearning via Quantization
    ICLR 2025 ·
    Zhiwei Zhang
    ,
    Fali Wang
    ,
    Xiaomin Li
    ,
    Zongyu Wu
    ,
    Xianfeng Tang
    , Hui Liu,
    Qi He
    ,
    Wenpeng Yin
    ,
    Suhang Wang
  10. Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions?
    ACL 2025 ·
    Xianren Zhang
    ,
    Xianfeng Tang
    , Hui Liu,
    Zongyu Wu
    ,
    Qi He
    ,
    Dongwon Lee
    ,
    Suhang Wang
  11. EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association
    ACL 2025 ·
    Weiqi Wang
    ,
    Limeng Cui
    ,
    Xin Liu
    ,
    Sreyashi Nag
    ,
    Wenju Xu
    ,
    Chen Luo
    ,
    Sheikh Muhammad Sarwar
    ,
    Yang Li
    ,
    Hansu Gu
    , Hui Liu,
    Changlong Yu
    ,
    Jiaxin Bai
    ,
    Yifan Gao
    ,
    Haiyang Zhang
    ,
    Qi He
    ,
    Shuiwang Ji
    ,
    Yangqiu Song
  12. Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce
    SIGIR 2025 ·
    Jingying Zeng
    ,
    Zhenwei Dai
    , Hui Liu,
    Samarth Varshney
    ,
    Zhiji Liu
    ,
    Chen Luo
    ,
    Zhen Li
    ,
    Qi He
    ,
    Xianfeng Tang
  13. Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data
    NAACL 2025 ·
    Juanhui Li
    ,
    Sreyashi Nag
    , Hui Liu,
    Xianfeng Tang
    ,
    Sheikh Muhammad Sarwar
    ,
    Limeng Cui
    ,
    Hansu Gu
    ,
    Suhang Wang
    ,
    Qi He
    ,
    Jiliang Tang
  14. Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing
    ICML 2025 ·
    Tianci Liu
    ,
    Ruirui Li
    ,
    Zihan Dong
    , Hui Liu,
    Xianfeng Tang
    ,
    Qingyu Yin
    ,
    Linjun Zhang
    ,
    Haoyu Wang
    ,
    Jing Gao
  15. SUA: Stealthy Multimodal Large Language Model Unlearning Attack
    EMNLP 2025 ·
    Xianren Zhang
    , Hui Liu,
    Delvin Ce Zhang
    ,
    Xianfeng Tang
    ,
    Qi He
    ,
    Dongwon Lee
    ,
    Suhang Wang
  16. SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains
    NAACL 2025 ·
    Ran Xu
    , Hui Liu,
    Sreyashi Nag
    ,
    Zhenwei Dai
    ,
    Yaochen Xie
    ,
    Xianfeng Tang
    ,
    Chen Luo
    ,
    Yang Li
    ,
    Joyce C. Ho
    ,
    Carl Yang
    ,
    Qi He
  17. Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
    NAACL 2025 ·
    Shenglai Zeng
    ,
    Jiankun Zhang
    ,
    Bingheng Li
    ,
    Yuping Lin
    ,
    Tianqi Zheng
    ,
    Dante Everaert
    ,
    Hanqing Lu
    , Hui Liu,
    Hui Liu
    ,
    Yue Xing
    ,
    Monica Xiao Cheng
    ,
    Jiliang Tang
  18. Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning
    ICLR 2025 ·
    Tianci Liu
    ,
    Ruirui Li
    ,
    Yunzhe Qi
    , Hui Liu,
    Xianfeng Tang
    ,
    Tianqi Zheng
    ,
    Qingyu Yin
    ,
    Monica Xiao Cheng
    ,
    Jun Huan
    ,
    Haoyu Wang
    ,
    Jing Gao
  19. ViLBench: A Suite for Vision-Language Process Reward Modeling
    EMNLP 2025 ·
    Haoqin Tu
    ,
    Weitao Feng
    ,
    Hardy Chen
    , Hui Liu,
    Xianfeng Tang
    ,
    Cihang Xie