Event Identification as a Decision Process with Non-linear Representation of Text. - Yukun Yan; Daqi Zheng; Zhengdong Lu; Sen Song (CoRR, 2017)

Object-oriented Neural Programming (OONP) for Document Understanding. - Zhengdong Lu; Xianggen Liu; Haotian Cui; Yukun Yan; Daqi Zheng (ACL (1), 2018)

Zooming Network. - Yukun Yan; Daqi Zheng; Zhengdong Lu; Sen Song (CoRR, 2018)

ZoomNet for Topic-Oriented Fragment Recognition in Long Documents. - Yukun Yan; Daqi Zheng; Zhengdong Lu; Sen Song (IEEE Access, 2022)

Local Hypergraph-based Nested Named Entity Recognition as Query-based Sequence Labeling. - Yukun Yan; Sen Song (CoRR, 2022)

Nested Named Entity Recognition as Building Local Hypergraphs. - Yukun Yan; Bingling Cai; Sen Song (AAAI, 2023)

PV-PATE: An Improved PATE for Deep Learning with Differential Privacy in Trusted Industrial Data Matrix. - Hongyu Hu; Qilong Han; Zhiqiang Ma; Yukun Yan; Zuobin Xiong; Linyu Jiang; Yuemin Zhang 001 (APWeb/WAIM (3), 2023)

Towards Defending Against Byzantine LDP Amplified Gain Attacks. - Yukun Yan; Qingqing Ye 001; Haibo Hu 001; Rui Chen 012; Qilong Han; Leixia Wang (DASFAA (1), 2023)

Fair_FM: An Improved Functional Mechanism to Provide Better Privacy Protection and Fairness Guarantee. - Zuotian Han; Yukun Yan; Qilong Han (IJCNN, 2023)

PFED-AGG: A Personalized Private Federated Learning Aggregation Algorithm. - Yongjie Zhu; Yukun Yan; Qilong Han (IJCNN, 2023)

GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension. - Bohan Lyu 001; Xin Cong; Heyang Yu; Pan Yang 022; Yujia Qin; Yining Ye; Yaxi Lu; Zhong Zhang; Yukun Yan; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2023)

Personalized sampling graph collection with local differential privacy for link prediction. - Linyu Jiang; Yukun Yan; Zhihong Tian; Zuobin Xiong; Qilong Han (World Wide Web (WWW), 2023)

UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset. - Haoyu Wang; Shuo Wang 013; Yukun Yan; Xujia Wang; Zhiyu Yang; Yuzhuang Xu; Zhenghao Liu 001; Liner Yang; Ning Ding 002; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (ACL (1), 2024)

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization. - Zhiyu Yang; Zihan Zhou; Shuo Wang 013; Xin Cong; Xu Han 007; Yukun Yan; Zhenghao Liu 001; Zhixing Tan; Pengyuan Liu; Dong Yu; Zhiyuan Liu 001; Xiaodong Shi; et al. (ACL (Findings), 2024)

Enhancing Free-Form Table Question Answering Models by Distilling Relevant-Cell-Based Rationales. - Zhiyu Yang; Shuo Wang; Yukun Yan; Pengyuan Liu; Dong Yu (CCL, 2024)

DPC: Filtering Out Patch-Based Poisoned Samples with Differential Privacy. - Yukun Yan; Peng Tang; Rui Chen 012; Qilong Han; Ruochen Du (ESORICS (2), 2024)

Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models. - Bowen Ping; Shuo Wang 013; Hanqing Wang 003; Xu Han 007; Yuzhuang Xu; Yukun Yan; Yun Chen 007; Baobao Chang; Zhiyuan Liu 001; Maosong Sun 001 (NeurIPS, 2024)

BCD-MM: Multimodal Sentiment Analysis Model With Dual-Bias-Aware Feature Learning and Attention Mechanisms. - Lei Ma 010; Jingtao Li; Dangguo Shao; Jiangkai Yan; Jiawei Wang; Yukun Yan (IEEE Access, 2024)

UniMem: Towards a Unified View of Long-Context Large Language Models. - Junjie Fang; Likai Tang; Hongzhe Bi; Yujia Qin; Si Sun; Zhenyu Li; Haolun Li 003; Yongjian Li; Xin Cong; Yukun Yan; Xiaodong Shi; Sen Song; et al. (CoRR, 2024)

ActiveRAG: Revealing the Treasures of Knowledge via Active Learning. - Zhipeng Xu; Zhenghao Liu 001; Yibin Liu; Chenyan Xiong; Yukun Yan; Shuo Wang 013; Shi Yu 001; Zhiyuan Liu 001; Ge Yu 001 (CoRR, 2024)

Cleaner Pretraining Corpus Curation with Neural Web Scraping. - Zhipeng Xu; Zhenghao Liu 001; Yukun Yan; Zhiyuan Liu 001; Chenyan Xiong; Ge Yu 001 (CoRR, 2024)

Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression. - Xinze Li; Zhenghao Liu 001; Chenyan Xiong; Shi Yu 001; Yukun Yan; Shuo Wang 013; Ge Yu 001 (CoRR, 2024)

PersLLM: A Personified Training Approach for Large Language Models. - Zheni Zeng; Jiayi Chen 005; Huimin Chen; Yukun Yan; Yuxuan Chen; Zhenghao Liu 001; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework. - Kunlun Zhu; Yifan Luo; Dingling Xu; Ruobing Wang; Shi Yu 001; Shuo Wang 013; Yukun Yan; Zhenghao Liu 001; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

Enhancing the Code Debugging Ability of LLMs via Communicative Agent Based Data Refinement. - Weiqing Yang; Hanbin Wang; Zhenghao Liu 001; Xinze Li; Yukun Yan; Shuo Wang 013; Yu Gu 002; Minghe Yu; Zhiyuan Liu 001; Ge Yu 001 (CoRR, 2024)

Enabling Real-Time Conversations with Minimal Training Costs. - Wang Xu; Shuo Wang 013; Weilin Zhao; Xu Han 007; Yukun Yan; Yudi Zhang; Zhe Tao; Zhiyuan Liu 001; Wanxiang Che (CoRR, 2024)

Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented Generation. - Ruobing Wang; Daren Zha; Shi Yu 001; Qingfei Zhao; Yuxuan Chen; Yixuan Wang; Shuo Wang 013; Yukun Yan; Zhenghao Liu 001; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

KBAlign: Efficient Self Adaptation on Specific Knowledge Bases. - Zheni Zeng; Yuxuan Chen; Shi Yu 001; Yukun Yan; Zhenghao Liu 001; Shuo Wang 013; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub. - Bohan Lyu 001; Xin Cong; Heyang Yu; Pan Yang 022; Cheng Qian 008; Zihe Wang; Yujia Qin; Yining Ye; Yaxi Lu; Chen Qian; Zhong Zhang; Yukun Yan; et al. (ACL (1), 2025)

Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models. - Shuliang Liu; Xinze Li; Zhenghao Liu 001; Yukun Yan; Cheng Yang 002; Zheni Zeng; Zhiyuan Liu 001; Maosong Sun 001; Ge Yu 001 (ACL (Findings), 2025)

RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts. - Mingyan Wu; Zhenghao Liu 001; Yukun Yan; Xinze Li; Shi Yu 001; Zheni Zeng; Yu Gu 002; Ge Yu 001 (ACL (1), 2025)

RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework. - Kunlun Zhu; Yifan Luo; Dingling Xu; Yukun Yan; Zhenghao Liu 001; Shi Yu 001; Ruobing Wang; Shuo Wang 013; Yishan Li; Nan Zhang; Xu Han 007; Zhiyuan Liu 001; et al. (ACL (1), 2025)

RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards. - Xinze Li; Sen Mei; Zhenghao Liu 001; Yukun Yan; Shuo Wang 013; Shi Yu 001; Zheni Zeng; Hao Chen; Ge Yu 001; Zhiyuan Liu 001; Maosong Sun 001; Chenyan Xiong (ICLR, 2025)

VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents. - Shi Yu 001; Chaoyue Tang; Bokai Xu; Junbo Cui; Junhao Ran; Yukun Yan; Zhenghao Liu 001; Shuo Wang 013; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (ICLR, 2025)

COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis. - Weiqing Yang; Hanbin Wang; Zhenghao Liu 001; Xinze Li; Yukun Yan; Shuo Wang 013; Yu Gu 002; Minghe Yu; Zhiyuan Liu 001; Ge Yu 001 (NAACL (Findings), 2025)

Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search. - Yifan Ji; Zhipeng Xu; Zhenghao Liu 001; Yukun Yan; Shi Yu 001; Yishan Li; Zhiyuan Liu 001; Yu Gu 002; Ge Yu 001; Maosong Sun 001 (CoRR, 2025)

PIP-KAG: Mitigating Knowledge Conflicts in Knowledge-Augmented Generation via Parametric Pruning. - Pengcheng Huang 004; Zhenghao Liu 001; Yukun Yan; Xiaoyuan Yi; Hao Chen; Zhiyuan Liu 001; Maosong Sun 001; Tong Xiao; Ge Yu 001; Chenyan Xiong (CoRR, 2025)

LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences. - Sijia Yao; Pengcheng Huang 004; Zhenghao Liu 001; Yu Gu 002; Yukun Yan; Shi Yu 001; Ge Yu 001 (CoRR, 2025)

Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts. - Zhenghao Liu 001; Xingsheng Zhu; Tianshuo Zhou; Xinyi Zhang; Xiaoyuan Yi; Yukun Yan; Yu Gu 002; Ge Yu 001; Maosong Sun 001 (CoRR, 2025)

HIPPO: Enhancing the Table Understanding Capability of Large Language Models through Hybrid-Modal Preference Optimization. - Zhenghao Liu 001; Haolan Wang; Xinze Li; Qiushi Xiong; Xiaocui Yang; Yu Gu 002; Yukun Yan; Qi Shi 002; Fangfang Li 002; Ge Yu 001; Maosong Sun 001 (CoRR, 2025)

Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors. - Zhiyu Yang; Shuo Wang; Yukun Yan; Yang Deng 002 (CoRR, 2025)

Building a Coding Assistant via the Retrieval-Augmented Language Model. - Xinze Li; Hanbin Wang; Zhenghao Liu 001; Shi Yu 001; Shuo Wang 013; Yukun Yan; Yukai Fu; Yu Gu 002; Ge Yu 001 (ACM Trans. Inf. Syst., 2025)

UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation. - Yuxuan Chen; Dewen Guo; Sen Mei; Xinze Li; Hao Chen; Yishan Li; Yixuan Wang; Chaoyue Tang; Ruobing Wang; Dingjun Wu; Yukun Yan; Zhenghao Liu 001; et al. (CoRR, 2025)

Learning to Route Queries Across Knowledge Bases for Step-wise Retrieval-Augmented Reasoning. - Chunyi Peng; Zhipeng Xu; Zhenghao Liu 001; Yishan Li; Yukun Yan; Shuo Wang 013; Zhiyuan Liu 001; Yu Gu 002; Minghe Yu; Ge Yu 001; Maosong Sun 001 (CoRR, 2025)

ConsRec: Denoising Sequential Recommendation through User-Consistent Preference Modeling. - Haidong Xin; Qiushi Xiong; Zhenghao Liu 001; Sen Mei; Yukun Yan; Shi Yu 001; Shuo Wang 013; Yu Gu 002; Ge Yu 001; Chenyan Xiong (CoRR, 2025)

EULER: Enhancing the Reasoning Ability of Large Language Models through Error-Induced Learning. - Zhuoyang Wu; Xinze Li; Zhenghao Liu 001; Yukun Yan; Zhiyuan Liu 001; Minghe Yu; Cheng Yang 002; Yu Gu 002; Ge Yu 001; Maosong Sun 001 (CoRR, 2025)

ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation. - Hao Chen; Yukun Yan; Sen Mei; Wanxiang Che; Zhenghao Liu 001; Qi Shi 002; Xinze Li; Yuchun Fan; Pengcheng Huang 004; Qiushi Xiong; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

KARE-RAG: Knowledge-Aware Refinement and Enhancement for RAG. - Yongjian Li; HaoCheng Chu; Yukun Yan; Zhenghao Liu 001; Shi Yu 001; Zheni Zeng; Ruobing Wang; Sen Song; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

MiniCPM4: Ultra-Efficient LLMs on End Devices. - Chaojun Xiao; Yuxuan Li; Xu Han 007; Yuzhuo Bai; Jie Cai; Haotian Chen; Wentong Chen; Xin Cong; Ganqu Cui; Ning Ding 002; Shengda Fan; Yewei Fang; et al. (CoRR, 2025)

KG-Infused RAG: Augmenting Corpus-Based RAG with External Knowledge Graphs. - Dingjun Wu; Yukun Yan; Zhenghao Liu 001; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization. - Zhensheng Jin; Xinze Li; Yifan Ji; Chunyi Peng; Zhenghao Liu 001; Qi Shi 002; Yukun Yan; Shuo Wang 013; Furong Peng; Ge Yu 001 (CoRR, 2025)

LegalΔ: Enhancing Legal Reasoning in LLMs via Reinforcement Learning with Chain-of-Thought Guided Information Gain. - Xin Dai; Buqiang Xu; Zhenghao Liu 001; Yukun Yan; Huiyuan Xie; Xiaoyuan Yi; Shuo Wang 013; Ge Yu 001 (CoRR, 2025)

PC-Sampler: Position-Aware Calibration of Decoding Bias in Masked Diffusion Models. - Pengcheng Huang 004; Shuhao Liu; Zhenghao Liu 001; Yukun Yan; Shuo Wang 013; Zulong Chen; Tong Xiao (CoRR, 2025)

Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization. - Shaohua Duan; Xinze Li; Zhenghao Liu 001; Xiaoyuan Yi; Yukun Yan; Shuo Wang 013; Yu Gu 002; Ge Yu 001; Maosong Sun 001 (CoRR, 2025)