Xuming Hu - researchr alias

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Viewing Publication 1 - 47 from 47

2025

A Survey of Text Watermarking in the Era of Large Language ModelsAiwei Liu, Leyi Pan, Yijian Lu, Jingjing Li, Xuming Hu, Xi Zhang 0008, Lijie Wen 0001, Irwin King, Hui Xiong 0001, Philip S. Yu. ACM Comput. Surv., 57(2), February 2025. [doi]

2024

LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent EnvironmentsJunzhe Chen, Xuming Hu, Shuodi Liu, Shiyu Huang, Wei-Wei Tu, Zhaofeng He, Lijie Wen 0001. acl 2024: 13055-13077 [doi]

Towards Understanding Factual Knowledge of Large Language ModelsXuming Hu, Junzhe Chen, Xiaochuan Li, Yufei Guo, Lijie Wen, Philip S. Yu, Zhijiang Guo. iclr 2024: [doi]

Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed NetworkXuming Hu, Zhaochen Hong, Yong Jiang, Zhichao Lin, XiaoBin Wang, Pengjun Xie, Philip S. Yu. AAAI 2024: 18261-18269 [doi]

Reading Broadly to Open Your Mind: Improving Open Relation Extraction With Search Documents Under Self-SupervisionsXuming Hu, Zhaochen Hong, Chenwei Zhang, Aiwei Liu, Shiao Meng, Lijie Wen, Irwin King, Philip S. Yu. tkde, 36(5):2026-2040, May 2024. [doi]

Evaluating Robustness of Generative Search Engine on Adversarial Factoid QuestionsXuming Hu, Xiaochuan Li, Junzhe Chen, Yinghui Li, Yangning Li, Xiaoguang Li, Yasheng Wang, Qun Liu, Lijie Wen 0001, Philip S. Yu, Zhijiang Guo. acl 2014: 10650-10671 [doi]

MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language ModelJiahao Huo, Yibo Yan, Boren Hu, Yutao Yue, Xuming Hu. emnlp 2024: 6801-6816 [doi]

Refiner: Restructure Retrieved Content Efficiently to Advance Question-Answering CapabilitiesZhonghao Li, Xuming Hu, Aiwei Liu, Kening Zheng, Sirui Huang, Hui Xiong 0001. emnlp 2024: 8548-8572 [doi]

Graph Neural Network with curriculum learning for imbalanced node classificationXiaohe Li, Zide Fan, Feilong Huang, Xuming Hu, Yawen Deng, Lei Wang, Xinyu Zhao. ijon, 574:127229, March 2024. [doi]

Preventing and Detecting Misinformation Generated by Large Language ModelsAiwei Liu, Qiang Sheng 0001, Xuming Hu. sigir 2024: 3001-3004 [doi]

Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language ModelsWeize Liu, Guocong Li, Kai Zhang 0039, Bang Du, Qiyuan Chen, Xuming Hu, Hongxia Xu, Jintai Chen, Jian Wu 0001. naacl 2014: 6748-6763 [doi]

Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their ApplicationsWeize Liu, Yinlong Xu, Hongxia Xu, Jintai Chen, Xuming Hu, Jian Wu 0001. emnlp 2024: 11855-11881 [doi]

A Semantic Invariant Robust Watermark for Large Language ModelsAiwei Liu, Leyi Pan, Xuming Hu, Shiao Meng, Lijie Wen 0001. iclr 2024: [doi]

An Unforgeable Publicly Verifiable Watermark for Large Language ModelsAiwei Liu, Leyi Pan, Xuming Hu, Shuang Li 0015, Lijie Wen 0001, Irwin King, Philip S. Yu. iclr 2024: [doi]

LongGenBench: Long-context Generation BenchmarkXiang Liu, Peijie Dong, Xuming Hu, Xiaowen Chu 0001. emnlp 2024: 865-883 [doi]

On the Robustness of Document-Level Relation Extraction Models to Entity Name VariationsShiao Meng, Xuming Hu, Aiwei Liu, Fukun Ma, YaWen Yang, Shuang Li 0015, Lijie Wen 0001. acl 2014: 16362-16374 [doi]

2023

Multimodal Named Entity Recognition and Relation Extraction with Retrieval-Augmented StrategyXuming Hu. sigir 2023: 3488 [doi]

SelfLRE: Self-refining Representation Learning for Low-resource Relation ExtractionXuming Hu, Junzhe Chen, Shiao Meng, Lijie Wen, Philip S. Yu. sigir 2023: 2364-2368 [doi]

MR2: A Benchmark for Multimodal Retrieval-Augmented Rumor Detection in Social MediaXuming Hu, Zhijiang Guo, Junzhe Chen, Lijie Wen, Philip S. Yu. sigir 2023: 2901-2912 [doi]

GDA: Generative Data Augmentation Techniques for Relation Extraction TasksXuming Hu, Aiwei Liu, Zeqi Tan, Xin Zhang, Chenwei Zhang, Irwin King, Philip S. Yu. acl 2023: 10221-10234 [doi]

Prompt Me Up: Unleashing the Power of Alignments for Multimodal Entity and Relation ExtractionXuming Hu, Junzhe Chen, Aiwei Liu, Shiao Meng, Lijie Wen, Philip S. Yu. mm 2023: 5185-5194 [doi]

Think Rationally about What You See: Continuous Rationale Extraction for Relation ExtractionXuming Hu, Zhaochen Hong, Chenwei Zhang, Irwin King, Philip S. Yu. sigir 2023: 2436-2440 [doi]

Multimodal Relation Extraction with Cross-Modal Retrieval and SynthesisXuming Hu, Zhijiang Guo, Zhiyang Teng, Irwin King, Philip S. Yu. acl 2023: 303-311 [doi]

Entity-to-Text based Data Augmentation for various Named Entity Recognition TasksXuming Hu, Yong Jiang, Aiwei Liu, Zhongqiang Huang, Pengjun Xie, Fei Huang, Lijie Wen, Philip S. Yu. acl 2023: 9072-9087 [doi]

Automatic Table Union Search with Tabular Representation LearningXuming Hu, Shen Wang, Xiao Qin, Chuan Lei, Zhengyuan Shen, Christos Faloutsos, Asterios Katsifodimos, George Karypis, Lijie Wen, Philip S. Yu. acl 2023: 3786-3800 [doi]

Read it Twice: Towards Faithfully Interpretable Fact Verification by Revisiting EvidenceXuming Hu, Zhaochen Hong, Zhijiang Guo, Lijie Wen, Philip S. Yu. sigir 2023: 2319-2323 [doi]

Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual VerbalizerShuang Li, Xuming Hu, Aiwei Liu, YaWen Yang, Fukun Ma, Philip S. Yu, Lijie Wen. acl 2023: 1361-1374 [doi]

A Multi-Level Supervised Contrastive Learning Framework for Low-Resource Natural Language InferenceShuang Li, Xuming Hu, Li Lin 0011, Aiwei Liu, Lijie Wen, Philip S. Yu. taslp, 31:1771-1783, 2023. [doi]

Exploring the Compositional Generalization in Context Dependent Text-to-SQL ParsingAiwei Liu, Wei Liu, Xuming Hu, Shuang Li, Fukun Ma, YaWen Yang, Lijie Wen. acl 2023: 688-700 [doi]

Graph Component Contrastive Learning for Concept Relatedness EstimationYueen Ma, Zixing Song, Xuming Hu, Jingjing Li, Yifei Zhang, Irwin King. AAAI 2023: 13362-13370 [doi]

AMR-based Network for Aspect-based Sentiment AnalysisFukun Ma, Xuming Hu, Aiwei Liu, YaWen Yang, Shuang Li, Philip S. Yu, Lijie Wen. acl 2023: 322-337 [doi]

RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation ExtractionShiao Meng, Xuming Hu, Aiwei Liu, Shuang Li, Fukun Ma, YaWen Yang, Lijie Wen. emnlp 2023: 5208-5226 [doi]

Towards Natural Language Interfaces for Data Visualization: A SurveyLeixian Shen, Enya Shen, Yuyu Luo, Xiaocong Yang, Xuming Hu, Xiongshuai Zhang, Zhiwei Tai, Jianmin Wang 0001. tvcg, 29(6):3121-3144, June 2023. [doi]

Gaussian Prior Reinforcement Learning for Nested Named Entity RecognitionYaWen Yang, Xuming Hu, Fukun Ma, Shuang Li, Aiwei Liu, Lijie Wen, Philip S. Yu. icassp 2023: 1-5 [doi]

2022

Scene Graph Modification as Incremental Structure ExpandingXuming Hu, Zhijiang Guo, Yu Fu, Lijie Wen, Philip S. Yu. COLING 2022: 5707-5720 [doi]

CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-CheckingXuming Hu, Zhijiang Guo, Guanyu Wu, Aiwei Liu, Lijie Wen, Philip S. Yu. naacl 2022: 3362-3376 [doi]

Pair-Level Supervised Contrastive Learning for Natural Language InferenceShuang Li, Xuming Hu, Li Lin, Lijie Wen. icassp 2022: 8237-8241 [doi]

What Makes the Story Forward?: Inferring Commonsense Explanations as Prompts for Future Event GenerationLi Lin, Yixin Cao 0002, Lifu Huang, Shuang Li, Xuming Hu, Lijie Wen, Jianmin Wang 0001. sigir 2022: 1098-1109 [doi]

Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking GraphAiwei Liu, Xuming Hu, Li Lin 0011, Lijie Wen. kdd 2022: 1021-1030 [doi]

HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation ExtractionShuliang Liu, Xuming Hu, Chenwei Zhang, Shuang Li, Lijie Wen, Philip S. Yu. naacl 2022: 5970-5980 [doi]

Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords SubstitutionAiwei Liu, Honghai Yu, Xuming Hu, Shuang Li, Li Lin, Fukun Ma, YaWen Yang, Lijie Wen. emnlp 2022: 7664-7676 [doi]

Query-based Instance Discrimination Network for Relational Triple ExtractionZeqi Tan, Yongliang Shen 0001, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu 0001, Yueting Zhuang. emnlp 2022: 7677-7690 [doi]

Domain-Specific NER via Retrieving Correlated SamplesXin Zhang, Yong Jiang, XiaoBin Wang, Xuming Hu, Yueheng Sun, Pengjun Xie, Meishan Zhang. COLING 2022: 2398-2404 [doi]

MespaConfig: Memory-Sparing Configuration Auto-Tuning for Co-Located In-Memory Cluster Computing JobsZan Zong, Lijie Wen, Xuming Hu, Rui Han 0001, Chen Qian 0003, Li Lin 0011. tsc, 15(5):2883-2896, 2022. [doi]

2021

Gradient Imitation Reinforcement Learning for Low Resource Relation ExtractionXuming Hu, Chenwei Zhang, YaWen Yang, Xiaohe Li, Li Lin, Lijie Wen, Philip S. Yu. emnlp 2021: 2737-2746 [doi]

Semi-supervised Relation Extraction via Incremental Meta Self-TrainingXuming Hu, Chenwei Zhang, Fukun Ma, Chenyao Liu, Lijie Wen, Philip S. Yu. emnlp 2021: 487-496 [doi]

2020

SelfORE: Self-supervised Relational Feature Learning for Open Relation ExtractionXuming Hu, Lijie Wen, Yusong Xu, Chenwei Zhang, Philip S. Yu. emnlp 2020: 3673-3682 [doi]

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