Sun, Le

27 publications

ICCV 2025 CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning Duo Wu, Jinghe Wang, Yuan Meng, Yanning Zhang, Le Sun, Zhi Wang

AAAI 2025 DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation Qiming Zhu, Jialun Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Shing-Chi Cheung

ICLR 2025 Enhancing Learning with Label Differential Privacy by Vector Approximation Puning Zhao, Jiafei Wu, Zhe Liu, Li Shen, Zhikun Zhang, Rongfei Fan, Le Sun, Qingming Li

ICLR 2025 Large Language Models Often Say One Thing and Do Another Ruoxi Xu, Hongyu Lin, Xianpei Han, Jia Zheng, Weixiang Zhou, Le Sun, Yingfei Sun

ICLR 2025 Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? Xueru Wen, Jie Lou, Yaojie Lu, Hongyu Lin, XingYu, Xinyu Lu, Ben He, Xianpei Han, Debing Zhang, Le Sun

ICCV 2025 ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers Qianhao Yuan, Qingyu Zhang, Yanjiang Liu, Jiawei Chen, Yaojie Lu, Hongyu Lin, Jia Zheng, Xianpei Han, Le Sun

ICLR 2025 StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-Time Hybrid Information Structurization Zhuoqun Li, Xuanang Chen, Haiyang Yu, Hongyu Lin, Yaojie Lu, Qiaoyu Tang, Fei Huang, Xianpei Han, Le Sun, Yongbin Li

ICML 2025 The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models Zichao Li, Xueru Wen, Jie Lou, Yuqiu Ji, Yaojie Lu, Xianpei Han, Debing Zhang, Le Sun

ICLR 2025 The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model Jiawei Chen, Wentao Chen, Jing Su, Jingjing Xu, Hongyu Lin, Mengjie Ren, Yaojie Lu, Xianpei Han, Le Sun

AAAI 2024 Benchmarking Large Language Models in Retrieval-Augmented Generation Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun

AAAI 2024 Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting Xinyan Guan, Yanjiang Liu, Hongyu Lin, Yaojie Lu, Ben He, Xianpei Han, Le Sun

NeurIPS 2024 Self-Retrieval: End-to-End Information Retrieval with One Large Language Model Qiaoyu Tang, Jiawei Chen, Zhuoqun Li, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li

AAAI 2023 Dialogue Rewriting via Skeleton-Guided Generation Chunlei Xin, Hongyu Lin, Shan Wu, Xianpei Han, Bo Chen, Wen Dai, Shuai Chen, Bin Wang, Le Sun

AAAI 2023 Universal Information Extraction as Unified Semantic Matching Jie Lou, Yaojie Lu, Dai Dai, Wei Jia, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu

IJCAI 2022 Bridging the Gap Between Reality and Ideality of Entity Matching: A Revisting and Benchmark Re-Constrcution Tianshu Wang, Hongyu Lin, Cheng Fu, Xianpei Han, Le Sun, Feiyu Xiong, Hui Chen, Minlong Lu, Xiuwen Zhu

AAAI 2022 Procedural Text Understanding via Scene-Wise Evolution Jialong Tang, Hongyu Lin, Meng Liao, Yaojie Lu, Xianpei Han, Le Sun, Weijian Xie, Jin Xu

IJCAI 2022 Towards Robust Dense Retrieval via Local Ranking Alignment Xuanang Chen, Jian Luo, Ben He, Le Sun, Yingfei Sun

AAAI 2021 Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation Ning Bian, Xianpei Han, Bo Chen, Le Sun

AAAI 2021 Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model Wenkai Zhang, Hongyu Lin, Xianpei Han, Le Sun, Huidan Liu, Zhicheng Wei, Nicholas Jing Yuan

AAAI 2020 End-to-End Bootstrapping Neural Network for Entity Set Expansion Lingyong Yan, Xianpei Han, Ben He, Le Sun

IJCAI 2020 Global Structure and Local Semantics-Preserved Embeddings for Entity Alignment Hao Nie, Xianpei Han, Le Sun, Chi Man Wong, Qiang Chen, Suhui Wu, Wei Zhang

IJCAI 2020 Hierarchical Matching Network for Heterogeneous Entity Resolution Cheng Fu, Xianpei Han, Jiaming He, Le Sun

AAAI 2020 Learning to mAP Frequent Phrases to Sub-Structures of Meaning Representation for Neural Semantic Parsing Bo Chen, Xianpei Han, Ben He, Le Sun

IJCAI 2019 End-to-End Multi-Perspective Matching for Entity Resolution Cheng Fu, Xianpei Han, Le Sun, Bo Chen, Wei Zhang, Suhui Wu, Hao Kong

AAAI 2017 Distant Supervision via Prototype-Based Global Representation Learning Xianpei Han, Le Sun

AAAI 2016 A Joint Model for Entity Set Expansion and Attribute Extraction from Web Search Queries Zhenzhong Zhang, Le Sun, Xianpei Han

AAAI 2016 Global Distant Supervision for Relation Extraction Xianpei Han, Le Sun