PPaperPicks

Xuming Hu

Hong Kong University of Science and Technology Guangzhou (HKUST-GZ), Guangzhou, China

73 papers at tracked venues · 56 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6075-4224 ↗Homepage ↗

Venues

ACL ×26EMNLP ×14ICLR ×6NeurIPS ×5AAAI ×4CVPR ×3ICCV ×3ICML ×3NAACL ×3SIGIR ×2SIGKDD ×2ACM MM ×1ICDE ×1

Frequent coauthors

Yibo Yan
×26
Xin Zou
×14
Philip S. Yu
×14
Aiwei Liu
×12
Linfeng Zhang
×11
Lijie Wen
×10
Xu Zheng
×8
Yuanhuiyi Lyu
×8
Jiahao Huo
×8
Shuliang Liu
×8
Junzhuo Li
×7
Peijie Jiang
×7

Papers

  1. Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods
    ACL 2026 ·
    Chenfei Liao
    ,
    Wensong Wang
    ,
    Zichen Wen
    ,
    Xu Zheng
    ,
    Yiyu Wang
    ,
    Haocong He
    ,
    Yuanhuiyi Lyu
    ,
    Lutao Jiang
    ,
    Xin Zou
    ,
    Yuqian Fu
    ,
    Bin Ren
    ,
    Linfeng Zhang
    , Xuming Hu
  2. CSSG: A Continuous Spatio-temporal Graph Learning Framework with Scalable Spatial Granularity
    SIGKDD 2026 ·
    Kaiwen Xia
    ,
    Li Lin
    ,
    Qi Zhang
    ,
    Xinrui Zhang
    ,
    Shuai Wang
    , Xuming Hu,
    Philip S. Yu
  3. Compliance-to-Code: Enhancing Financial Compliance Checking via Code Generation
    SIGKDD 2026 ·
    Siyuan Li
    ,
    Jian Chen
    ,
    Rui Yao
    , Xuming Hu,
    Peilin Zhou
    ,
    Weihua Qiu
    ,
    Simin Zhang
    ,
    Chucheng Dong
    ,
    Zhiyao Li
    ,
    Qipeng Xie
    ,
    Zixuan Yuan
  4. Deconstructing Pre-training: Knowledge Attribution Analysis in MoE and Dense Models
    AAAI 2026 ·
    Bo Wang
    ,
    Junzhuo Li
    ,
    Hong Chen
    ,
    Yuanlin Chu
    ,
    Yuxuan Fan
    , Xuming Hu
  5. DualScope: Capturing Critical Spatial and Temporal Cues for Distracted Driving Activity Recognition
    AAAI 2026 ·
    Zhijie Qiu
    ,
    Shuaibo Li
    ,
    Laixin Zhang
    , Xuming Hu,
    Wei Ma
  6. ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
    ACL 2026 ·
    Yibo Yan
    ,
    Shen Wang
    ,
    Jiahao Huo
    ,
    Hang Li
    ,
    Boyan Li
    ,
    Jiamin Su
    ,
    Xiong Gao
    ,
    Yifan Zhang
    ,
    Tianlong Xu
    ,
    Zhendong Chu
    ,
    Aoxiao Zhong
    ,
    Kun Wang
    ,
    Hui Xiong
    ,
    Philip S. Yu
    , Xuming Hu,
    Qingsong Wen
  7. Optimal Expert-Attention Allocation in Mixture-of-Experts: A Scalable Law for Dynamic Model Design
    ACL 2026 ·
    Junzhuo Li
    ,
    Peijie Jiang
    ,
    Changxin Tian
    ,
    Jia Liu
    ,
    Zhiqiang Zhang
    , Xuming Hu
  8. Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
    ACL 2026 ·
    Yibo Yan
    ,
    Shen Wang
    ,
    Jiahao Huo
    ,
    Jingheng Ye
    ,
    Zhendong Chu
    , Xuming Hu,
    Philip S. Yu
    ,
    Carla P. Gomes
    ,
    Bart Selman
    ,
    Qingsong Wen
  9. Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework
    ACL 2026 ·
    Yibo Yan
    ,
    Mingdong Ou
    ,
    Yi Cao
    ,
    Xin Zou
    ,
    Jiahao Huo
    ,
    Shuliang Liu
    ,
    James T. Kwok
    , Xuming Hu
  10. Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning
    AAAI 2026 ·
    Jialong Qin
    ,
    Xin Zou
    ,
    Di Lu
    ,
    Yibo Yan
    , Xuming Hu
  11. StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding
    ACL 2026 ·
    Junxi Wang
    ,
    Te Sun
    ,
    Jiayi Zhu
    ,
    Junxian Li
    ,
    Haowen Xu
    ,
    Zichen Wen
    , Xuming Hu,
    Zhiyu Li
    ,
    Linfeng Zhang
  12. Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in LLMs
    ACL 2026 ·
    Yubo Gao
    ,
    Haotian Wu
    ,
    Hong Chen
    ,
    Junquan Huang
    ,
    Yibo Yan
    ,
    Jungang Li
    ,
    Zihao Dongfang
    ,
    Sicheng Tao
    ,
    Puay Siew Tan
    ,
    Jie Zhang
    , Xuming Hu
  13. Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering
    ACL 2026 ·
    Shuliang Liu
    ,
    Songbo Yang
    ,
    Dong Fang
    ,
    Sihang Jia
    ,
    Yuqi Tang
    ,
    Lingfeng Su
    ,
    Ruoshui Peng
    ,
    Yibo Yan
    ,
    Xin Zou
    , Xuming Hu
  14. A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges
    ACL 2025 ·
    Yibo Yan
    ,
    Jiamin Su
    ,
    Jianxiang He
    ,
    Fangteng Fu
    ,
    Xu Zheng
    ,
    Yuanhuiyi Lyu
    ,
    Kun Wang
    ,
    Shen Wang
    ,
    Qingsong Wen
    , Xuming Hu
  15. A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models
    ACL 2025 ·
    Shuliang Liu
    ,
    Hongyi Liu
    ,
    Aiwei Liu
    ,
    Bingchen Duan
    ,
    Zheng Qi
    ,
    Yibo Yan
    ,
    He Geng
    ,
    Peijie Jiang
    ,
    Jia Liu
    , Xuming Hu
  16. Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness
    CVPR 2025 ·
    Chenfei Liao
    ,
    Kaiyu Lei
    ,
    Xu Zheng
    ,
    Junha Moon
    ,
    Zhixiong Wang
    ,
    Yixuan Wang
    ,
    Danda Pani Paudel
    ,
    Luc Van Gool
    , Xuming Hu
  17. Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?
    ACL 2025 ·
    Leyi Pan
    ,
    Aiwei Liu
    ,
    Shiyu Huang
    ,
    Yijian Lu
    , Xuming Hu,
    Lijie Wen
    ,
    Irwin King
    ,
    Philip S. Yu
  18. Can Watermarked LLMs be Identified by Users via Crafted Prompts?
    ICLR 2025 ·
    Aiwei Liu
    ,
    Sheng Guan
    ,
    Yiming Liu
    ,
    Leyi Pan
    ,
    Yifei Zhang
    ,
    Liancheng Fang
    ,
    Lijie Wen
    ,
    Philip S. Yu
    , Xuming Hu
  19. Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models
    ACL 2025 ·
    Yanggan Gu
    ,
    Junzhuo Li
    ,
    Sirui Huang
    ,
    Xin Zou
    ,
    Zhenghua Li
    , Xuming Hu
  20. ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
    NeurIPS 2025 ·
    Xiang Liu
    ,
    Zhenheng Tang
    ,
    Peijie Dong
    ,
    Zeyu Li
    ,
    Yue Liu
    ,
    Bo Li
    , Xuming Hu,
    Xiaowen Chu
  21. Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning
    ACL 2025 ·
    Shaobo Wang
    ,
    Xiangqi Jin
    ,
    Ziming Wang
    ,
    Jize Wang
    ,
    Jiajun Zhang
    ,
    Kaixin Li
    ,
    Zichen Wen
    ,
    Zhong Li
    ,
    Conghui He
    , Xuming Hu,
    Linfeng Zhang
  22. Dataset Distillation with Neural Characteristic Function: A Minmax Perspective
    CVPR 2025 ·
    Shaobo Wang
    ,
    Yicun Yang
    ,
    Zhiyuan Liu
    ,
    Chenghao Sun
    , Xuming Hu,
    Conghui He
    ,
    Linfeng Zhang
  23. DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction
    EMNLP 2025 ·
    Jian Chen
    ,
    Zhenyan Chen
    , Xuming Hu,
    Peilin Zhou
    ,
    Yining Hua
    ,
    Han Fang
    ,
    Cissy Hing Yee Choy
    ,
    Xinmei Ke
    ,
    Jingfeng Luo
    ,
    Zixuan Yuan
  24. Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis
    ACL 2025 ·
    Junzhuo Li
    ,
    Bo Wang
    ,
    Xiuze Zhou
    ,
    Peijie Jiang
    ,
    Jia Liu
    , Xuming Hu
  25. DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery
    NAACL 2025 · Xuming Hu,
    Xiao Qin
    ,
    Chuan Lei
    ,
    Asterios Katsifodimos
    ,
    Zhengyuan Shen
    ,
    Balasubramaniam Srinivasan
    ,
    Huzefa Rangwala
  26. Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?
    EMNLP 2025 ·
    Junyan Zhang
    ,
    Yiming Huang
    ,
    Shuliang Liu
    ,
    Yubo Gao
    , Xuming Hu
  27. Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention
    NeurIPS 2025 ·
    Xin Zou
    ,
    Di Lu
    ,
    Yizhou Wang
    ,
    Yibo Yan
    ,
    Yuanhuiyi Lyu
    ,
    Xu Zheng
    ,
    Linfeng Zhang
    , Xuming Hu
  28. Dynamic Expert Specialization: Towards Catastrophic Forgetting-Free Multi-Domain MoE Adaptation
    EMNLP 2025 ·
    Junzhuo Li
    ,
    Bo Wang
    ,
    Xiuze Zhou
    , Xuming Hu
  29. EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
    ACL 2025 ·
    Jiamin Su
    ,
    Yibo Yan
    ,
    Fangteng Fu
    ,
    Zhang Han
    ,
    Jingheng Ye
    ,
    Xiang Liu
    ,
    Jiahao Huo
    ,
    Huiyu Zhou
    , Xuming Hu
  30. Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios
    EMNLP 2025 ·
    Yunkai Dang
    ,
    Mengxi Gao
    ,
    Yibo Yan
    ,
    Xin Zou
    ,
    Yanggan Gu
    ,
    Jungang Li
    ,
    Jingyu Wang
    ,
    Peijie Jiang
    ,
    Aiwei Liu
    ,
    Jia Liu
    , Xuming Hu
  31. From Guesswork to Guarantee: Towards Faithful Multimedia Web Forecasting with TimeSieve
    ACM MM 2025 ·
    Songning Lai
    ,
    Ninghui Feng
    ,
    Jiechao Gao
    ,
    Hao Wang
    ,
    Haochen Sui
    ,
    Xin Zou
    ,
    Jiayu Yang
    ,
    Wenshuo Chen
    ,
    Lijie Hu
    ,
    Hang Zhao
    , Xuming Hu,
    Yutao Yue
  32. Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers
    ICLR 2025 ·
    Shaobo Wang
    ,
    Hongxuan Tang
    ,
    Mingyang Wang
    ,
    Hongrui Zhang
    ,
    Xuyang Liu
    ,
    Weiya Li
    , Xuming Hu,
    Linfeng Zhang
  33. HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge
    SIGIR 2025 ·
    Sirui Huang
    ,
    Hanqian Li
    ,
    Yanggan Gu
    , Xuming Hu,
    Qing Li
    ,
    Guandong Xu
  34. ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models
    CVPR 2025 ·
    Junzhe Chen
    ,
    Tianshu Zhang
    ,
    Shiyu Huang
    ,
    Yuwei Niu
    ,
    Linfeng Zhang
    ,
    Lijie Wen
    , Xuming Hu
  35. Internal Chain-of-Thought: Empirical Evidence for Layer-wise Subtask Scheduling in LLMs
    EMNLP 2025 ·
    Zhipeng Yang
    ,
    Junzhuo Li
    ,
    Siyu Xia
    , Xuming Hu
  36. LLM Agents for Education: Advances and Applications
    EMNLP 2025 ·
    Zhendong Chu
    ,
    Shen Wang
    ,
    Jian Xie
    ,
    Tinghui Zhu
    ,
    Yibo Yan
    ,
    Jingheng Ye
    ,
    Aoxiao Zhong
    , Xuming Hu,
    Jing Liang
    ,
    Philip S. Yu
    ,
    Qingsong Wen
  37. LazyMAR: Accelerating Masked Autoregressive Models Via Feature Caching
    ICCV 2025 ·
    Feihong Yan
    ,
    Qingyan Wei
    ,
    Jiayi Tang
    ,
    Jiajun Li
    ,
    Yulin Wang
    , Xuming Hu,
    Huiqi Li
    ,
    Linfeng Zhang
  38. LoTA-QAF: Lossless Ternary Adaptation for Quantization-Aware Fine-Tuning
    NeurIPS 2025 ·
    Junyu Chen
    ,
    Junzhuo Li
    ,
    Zhen Peng
    ,
    Wenjie Wang
    ,
    Yuxiang Ren
    ,
    Long Shi
    , Xuming Hu
  39. Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
    ICML 2025 ·
    Xin Zou
    ,
    Yizhou Wang
    ,
    Yibo Yan
    ,
    Yuanhuiyi Lyu
    ,
    Kening Zheng
    ,
    Sirui Huang
    ,
    Junkai Chen
    ,
    Peijie Jiang
    ,
    Jia Liu
    ,
    Chang Tang
    , Xuming Hu
  40. MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models
    ACL 2025 ·
    Jiahao Huo
    ,
    Yibo Yan
    ,
    Xu Zheng
    ,
    Yuanhuiyi Lyu
    ,
    Xin Zou
    ,
    Zhihua Wei
    , Xuming Hu
  41. MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection
    ACL 2025 ·
    Yibo Yan
    ,
    Shen Wang
    ,
    Jiahao Huo
    ,
    Philip S. Yu
    , Xuming Hu,
    Qingsong Wen
  42. Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality
    ICLR 2025 ·
    Guanyu Zhou
    ,
    Yibo Yan
    ,
    Xin Zou
    ,
    Kun Wang
    ,
    Aiwei Liu
    , Xuming Hu
  43. OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation
    ICCV 2025 ·
    Ding Zhong
    ,
    Xu Zheng
    ,
    Chenfei Liao
    ,
    Yuanhuiyi Lyu
    ,
    Jialei Chen
    ,
    Shengyang Wu
    ,
    Linfeng Zhang
    , Xuming Hu
  44. OneForecast: A Universal Framework for Global and Regional Weather Forecasting
    ICML 2025 ·
    Yuan Gao
    ,
    Hao Wu
    ,
    Ruiqi Shu
    ,
    Huanshuo Dong
    ,
    Fan Xu
    ,
    Rui Ray Chen
    ,
    Yibo Yan
    ,
    Qingsong Wen
    , Xuming Hu,
    Kun Wang
    ,
    Jiahao Wu
    ,
    Qing Li
    ,
    Hui Xiong
    ,
    Xiaomeng Huang
  45. PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions
    EMNLP 2025 ·
    Song Dai
    ,
    Yibo Yan
    ,
    Jiamin Su
    ,
    Dongfang Zihao
    ,
    Yubo Gao
    ,
    Yonghua Hei
    ,
    Jungang Li
    ,
    Junyan Zhang
    ,
    Sicheng Tao
    ,
    Zhuoran Gao
    , Xuming Hu
  46. Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis
    EMNLP 2025 ·
    Haoming Huang
    ,
    Yibo Yan
    ,
    Jiahao Huo
    ,
    Xin Zou
    ,
    Xinfeng Li
    ,
    Kun Wang
    , Xuming Hu
  47. PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes
    NAACL 2025 · Xuming Hu,
    Chuan Lei
    ,
    Xiao Qin
    ,
    Asterios Katsifodimos
    ,
    Christos Faloutsos
    ,
    Huzefa Rangwala
  48. RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video
    NeurIPS 2025 ·
    Shuhang Xun
    ,
    Sicheng Tao
    ,
    Jungang Li
    ,
    Yibo Shi
    ,
    Zhixin Lin
    ,
    Zhanhui Zhu
    ,
    Yibo Yan
    ,
    Hanqian Li
    ,
    Linghao Zhang
    ,
    Shikang Wang
    ,
    Yixin Liu
    ,
    Hanbo Zhang
    ,
    Ying Ma
    , Xuming Hu
  49. RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
    ICML 2025 ·
    Yuanhuiyi Lyu
    ,
    Xu Zheng
    ,
    Lutao Jiang
    ,
    Yibo Yan
    ,
    Xin Zou
    ,
    Huiyu Zhou
    ,
    Linfeng Zhang
    , Xuming Hu
  50. Reducing Unimodal Bias in Multi-Modal Semantic Segmentation With Multi-Scale Functional Entropy Regularization
    ICCV 2025 ·
    Xu Zheng
    ,
    Yuanhuiyi Lyu
    ,
    Lutao Jiang
    ,
    Danda Pani Paudel
    ,
    Luc Van Gool
    , Xuming Hu
  51. Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models
    ACL 2025 ·
    Kening Zheng
    ,
    Junkai Chen
    ,
    Yibo Yan
    ,
    Xin Zou
    ,
    Huiyu Zhou
    , Xuming Hu
  52. Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
    ACL 2025 ·
    Yinghui Li
    ,
    Shang Qin
    ,
    Jingheng Ye
    ,
    Haojing Huang
    ,
    Yangning Li
    ,
    Shu-Yu Guo
    ,
    Libo Qin
    , Xuming Hu,
    Wenhao Jiang
    ,
    Hai-Tao Zheng
    ,
    Philip S. Yu
  53. SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning
    ACL 2025 ·
    Junkai Chen
    ,
    Zhijie Deng
    ,
    Kening Zheng
    ,
    Yibo Yan
    ,
    Shuliang Liu
    ,
    PeiJun Wu
    ,
    Peijie Jiang
    ,
    Jia Liu
    , Xuming Hu
  54. StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models
    ACL 2025 ·
    Sirui Huang
    ,
    Yanggan Gu
    ,
    Zhonghao Li
    , Xuming Hu,
    Qing Li
    ,
    Guandong Xu
  55. 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
  56. UltraWiki: Ultra-Fine-Grained Entity Set Expansion with Negative Seed Entities
    ICDE 2025 ·
    Yangning Li
    ,
    Qingsong Lv
    ,
    Tianyu Yu
    ,
    Yinghui Li
    , Xuming Hu,
    Wenhao Jiang
    ,
    Haitao Zheng
    ,
    Hui Wang
  57. Unlocking Speech Instruction Data Potential with Query Rewriting
    ACL 2025 ·
    Yonghua Hei
    ,
    Yibo Yan
    ,
    Shuliang Liu
    ,
    Huiyu Zhou
    ,
    Linfeng Zhang
    , Xuming Hu
  58. VLA-Mark: A cross modal watermark for large vision-language alignment models
    EMNLP 2025 ·
    Shuliang Liu
    ,
    Zheng Qi
    ,
    Jesse Jiaxi Xu
    ,
    Yibo Yan
    ,
    Junyan Zhang
    ,
    He Geng
    ,
    Aiwei Liu
    ,
    Peijie Jiang
    ,
    Jia Liu
    ,
    Yik-Cheung Tam
    , Xuming Hu
  59. A Semantic Invariant Robust Watermark for Large Language Models
    ICLR 2024 ·
    Aiwei Liu
    ,
    Leyi Pan
    , Xuming Hu,
    Shiao Meng
    ,
    Lijie Wen
  60. An Unforgeable Publicly Verifiable Watermark for Large Language Models
    ICLR 2024 ·
    Aiwei Liu
    ,
    Leyi Pan
    , Xuming Hu,
    Shuang Li
    ,
    Lijie Wen
    ,
    Irwin King
    ,
    Philip S. Yu
  61. Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions
    ACL 2024 · Xuming Hu,
    Xiaochuan Li
    ,
    Junzhe Chen
    ,
    Yinghui Li
    ,
    Yangning Li
    ,
    Xiaoguang Li
    ,
    Yasheng Wang
    ,
    Qun Liu
    ,
    Lijie Wen
    ,
    Philip S. Yu
    ,
    Zhijiang Guo
  62. LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments
    ACL 2024 ·
    Junzhe Chen
    , Xuming Hu,
    Shuodi Liu
    ,
    Shiyu Huang
    ,
    Wei-Wei Tu
    ,
    Zhaofeng He
    ,
    Lijie Wen
  63. LongGenBench: Long-context Generation Benchmark
    EMNLP 2024 ·
    Xiang Liu
    ,
    Peijie Dong
    , Xuming Hu,
    Xiaowen Chu
  64. MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model
    EMNLP 2024 ·
    Jiahao Huo
    ,
    Yibo Yan
    ,
    Boren Hu
    ,
    Yutao Yue
    , Xuming Hu
  65. MarkLLM: An Open-Source Toolkit for LLM Watermarking
    EMNLP 2024 ·
    Leyi Pan
    ,
    Aiwei Liu
    ,
    Zhiwei He
    ,
    Zitian Gao
    ,
    Xuandong Zhao
    ,
    Yijian Lu
    ,
    Binglin Zhou
    ,
    Shuliang Liu
    , Xuming Hu,
    Lijie Wen
    ,
    Irwin King
    ,
    Philip S. Yu
  66. Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models
    NAACL 2024 ·
    Weize Liu
    ,
    Guocong Li
    ,
    Kai Zhang
    ,
    Bang Du
    ,
    Qiyuan Chen
    , Xuming Hu,
    Hongxia Xu
    ,
    Jintai Chen
    ,
    Jian Wu
  67. On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations
    ACL 2024 ·
    Shiao Meng
    , Xuming Hu,
    Aiwei Liu
    ,
    Fukun Ma
    ,
    Yawen Yang
    ,
    Shuang Li
    ,
    Lijie Wen
  68. Preventing and Detecting Misinformation Generated by Large Language Models
    SIGIR 2024 ·
    Aiwei Liu
    ,
    Qiang Sheng
    , Xuming Hu
  69. Refiner: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities
    EMNLP 2024 ·
    Zhonghao Li
    , Xuming Hu,
    Aiwei Liu
    ,
    Kening Zheng
    ,
    Sirui Huang
    ,
    Hui Xiong
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    Yufei Guo
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    Yangning Li
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