Optimal Updating Time Using Theory of Reliability. - Li Bai 002; Feiyu Xiong; Michael Korostelev; Saroj Biswas (ICPADS, 2008)

Improved blood glucose estimation through multi-sensor fusion. - Feiyu Xiong; Brian R. Hipszer; Jeffrey Joseph; Moshe Kam (EMBC, 2011)

Kernelized Information-Theoretic Metric Learning for Cancer Diagnosis Using High-Dimensional Molecular Profiling Data. - Feiyu Xiong; Moshe Kam; Leonid Hrebien; Beilun Wang; Yanjun Qi (ACM Trans. Knowl. Discov. Data, 2016)

Automatic Aspect-Based Sentiment Analysis (AABSA) from Customer Reviews. - Jiaming Xu; Bo Tang; Xiao Liu; Feiyu Xiong (AffCon@AAAI, 2020)

Studying Product Competition Using Representation Learning. - Fanglin Chen 002; Xiao Liu; Davide Proserpio; Isamar Troncoso; Feiyu Xiong (SIGIR, 2020)

Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules. - Wen Zhang 015; Shumin Deng; Mingyang Chen; Liang Wang; Qiang Chen; Feiyu Xiong; Xiangwen Liu; Huajun Chen (IJCKG, 2021)

BCORLE(λ): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market. - Yang Zhang 097; Bo Tang; Qingyu Yang; Dou An; Hongyin Tang; Chenyang Xi; Xueying Li; Feiyu Xiong (NeurIPS, 2021)

Interpretable performance analysis towards offline reinforcement learning: A dataset perspective. - Chenyang Xi; Bo Tang; Jiajun Shen; Xinfu Liu; Feiyu Xiong; Xueying Li (CoRR, 2021)

SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning. - Yushi Bai; Xin Lv; Juanzi Li; Lei Hou 001; Yincen Qu; Zelin Dai; Feiyu Xiong (EMNLP, 2022)

Bridging the Gap between Reality and Ideality of Entity Matching: A Revisting and Benchmark Re-Constrcution. - Tianshu Wang 002; Hongyu Lin; Cheng Fu 003; Xianpei Han; Le Sun 001; Feiyu Xiong; Hui Chen; Minlong Lu; Xiuwen Zhu (IJCAI, 2022)

Disentangled Ontology Embedding for Zero-shot Learning. - Yuxia Geng; Jiaoyan Chen 001; Wen Zhang 015; Yajing Xu; Zhuo Chen 007; Jeff Z. Pan; Yufeng Huang; Feiyu Xiong; Huajun Chen (KDD, 2022)

NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs. - Wen Zhang 015; Xiangnan Chen; Zhen Yao 001; Mingyang Chen; Yushan Zhu; Hongtao Yu; Yufeng Huang; Yajing Xu; Ningyu Zhang 001; Zezhong Xu; Zonggang Yuan; Feiyu Xiong; et al. (SIGIR, 2022)

From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer. - Xin Xie 006; Ningyu Zhang 001; Zhoubo Li; Shumin Deng; Hui Chen 018; Feiyu Xiong; Mosha Chen; Huajun Chen (WWW (Companion Volume), 2022)

Ontology-enhanced Prompt-tuning for Few-shot Learning. - Hongbin Ye; Ningyu Zhang 001; Shumin Deng; Xiang Chen 016; Hui Chen 018; Feiyu Xiong; Xi Chen 003; Huajun Chen (WWW, 2022)

Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective. - Shumin Deng; Ningyu Zhang 001; Hui Chen 018; Feiyu Xiong; Jeff Z. Pan; Huajun Chen (CoRR, 2022)

Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction. - Tianshu Wang 002; Hongyu Lin; Cheng Fu 003; Xianpei Han; Le Sun 001; Feiyu Xiong; Hui Chen; Minlong Lu; Xiuwen Zhu (CoRR, 2022)

Relphormer: Relational Graph Transformer for Knowledge Graph Representation. - Zhen Bi; Siyuan Cheng 008; Ningyu Zhang 001; Xiaozhuan Liang; Feiyu Xiong; Huajun Chen (CoRR, 2022)

BCRLSP: An Offline Reinforcement Learning Framework for Sequential Targeted Promotion. - Fanglin Chen 002; Xiao Liu; Bo Tang; Feiyu Xiong; Serim Hwang; Guomian Zhuang (CoRR, 2022)

On Analyzing the Role of Image for Visual-enhanced Relation Extraction. - Lei Li 040; Xiang Chen 016; Shuofei Qiao; Feiyu Xiong; Huajun Chen; Ningyu Zhang 001 (CoRR, 2022)

On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract). - Lei Li 040; Xiang Chen 016; Shuofei Qiao; Feiyu Xiong; Huajun Chen; Ningyu Zhang 001 (AAAI, 2023)

Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph. - Shumin Deng; Chengming Wang; Zhoubo Li; Ningyu Zhang 001; Zelin Dai; Hehong Chen; Feiyu Xiong; Ming Yan 008; Qiang Chen; Mosha Chen; Jiaoyan Chen 001; Jeff Z. Pan; et al. (ICDE, 2023)

Editing Language Model-based Knowledge Graph Embeddings. - Siyuan Cheng 008; Ningyu Zhang 001; Bozhong Tian; Zelin Dai; Feiyu Xiong; Wei Guo; Huajun Chen (CoRR, 2023)

UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation. - Xun Liang 001; Shichao Song; Simin Niu; Zhiyu Li; Feiyu Xiong; Bo Tang 011; Zhaohui Wy; Dawei He; Peng Cheng; Zhonghao Wang; Haiying Deng (CoRR, 2023)

NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism. - Miao Li; Ming-Bin Chen; Bo Tang 011; ShengbinHou ShengbinHou; Pengyu Wang; Haiying Deng; Zhiyu Li; Feiyu Xiong; Keming Mao; Cheng Peng; Yi Luo (ACL (1), 2024)

UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation. - Xun Liang 001; Shichao Song; Simin Niu; Zhiyu Li; Feiyu Xiong; Bo Tang 011; Yezhaohui Wang; Dawei He; Cheng Peng; Zhonghao Wang; Haiying Deng (ACL (1), 2024)

Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs. - Xun Liang 001; Hanyu Wang; Shichao Song; Mengting Hu; Xunzhi Wang; Zhiyu Li; Feiyu Xiong; Bo Tang 011 (ACL (Findings), 2024)

FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models. - Junyi Zhu 002; Shuochen Liu; Yu Yu; Bo Tang; Yibo Yan; Zhiyu Li; Feiyu Xiong; Tong Xu; Matthew B. Blaschko (EMNLP (Findings), 2024)

Xinyu: An Efficient LLM-based System for Commentary Generation. - Yiquan Wu 001; Bo Tang; Chenyang Xi; Yu Yu; Pengyu Wang; Yifei Liu; Kun Kuang; Haiying Deng; Zhiyu Li; Feiyu Xiong; Jie Hu; Peng Cheng; et al. (KDD, 2024)

Improving Generalization and Convergence by Enhancing Implicit Regularization. - Mingze Wang; Jinbo Wang 003; Haotian He; Zilin Wang; Guanhua Huang; Feiyu Xiong; Zhiyu Li; Weinan E; Lei Wu (NeurIPS, 2024)

Grimoire is All You Need for Enhancing Large Language Models. - Ding Chen; Shichao Song; Qingchen Yu; Zhiyu Li; Wenjin Wang 003; Feiyu Xiong; Bo Tang 011 (CoRR, 2024)

NewsBench: Systematic Evaluation of LLMs for Writing Proficiency and Safety Adherence in Chinese Journalistic Editorial Applications. - Miao Li; Ming-Bin Chen; Bo Tang 011; Shengbin Hou; Pengyu Wang; Haiying Deng; Zhiyu Li; Feiyu Xiong; Keming Mao; Peng Cheng; Yi Luo (CoRR, 2024)

Proxy-RLHF: Decoupling Generation and Alignment in Large Language Model with Proxy. - Yu Zhu; Chuxiong Sun; Wenfei Yang; Wenqiang Wei; Bo Tang; Tianzhu Zhang 001; Zhiyu Li; Shifeng Zhang; Feiyu Xiong; Jie Hu; Mingchuan Yang (CoRR, 2024)

xFinder: Robust and Pinpoint Answer Extraction for Large Language Models. - Qingchen Yu; Zifan Zheng; Shichao Song; Zhiyu Li; Feiyu Xiong; Bo Tang 011; Ding Chen (CoRR, 2024)

Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning. - Xiang Liang; Simin Niu; Zhiyu Li; Sensen Zhang; Shichao Song; Hanyu Wang; Jiawei Yang; Feiyu Xiong; Bo Tang 011; Chenyang Xi (CoRR, 2024)

HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and Explainability. - Yanfang Chen; Ding Chen; Shichao Song; Simin Niu; Hanyu Wang; Zeyun Tang; Feiyu Xiong; Zhiyu Li (CoRR, 2024)

Memory3: Language Modeling with Explicit Memory. - Hongkang Yang; Zehao Lin; Wenjin Wang 003; Hao Wu 022; Zhiyu Li; Bo Tang 011; Wenqiang Wei; Jinbo Wang 003; Zeyun Tang; Shichao Song; Chenyang Xi; Yu Yu; et al. (CoRR, 2024)

Internal Consistency and Self-Feedback in Large Language Models: A Survey. - Xun Liang 001; Shichao Song; Zifan Zheng; Hanyu Wang; Qingchen Yu; Xunkai Li; Rong-Hua Li; Feiyu Xiong; Zhiyu Li (CoRR, 2024)

Controllable Text Generation for Large Language Models: A Survey. - Xun Liang 001; Hanyu Wang; Yezhaohui Wang; Shichao Song; Jiawei Yang; Simin Niu; Jie Hu; Dan Liu; Shunyu Yao; Feiyu Xiong; Zhiyu Li (CoRR, 2024)

Attention Heads of Large Language Models: A Survey. - Zifan Zheng; Yezhaohui Wang; Yuxin Huang; Shichao Song; Mingchuan Yang; Bo Tang 011; Feiyu Xiong; Zhiyu Li (CoRR, 2024)

QAEncoder: Towards Aligned Representation Learning in Question Answering System. - Zhengren Wang; Qinhan Yu; Shida Wei; Zhiyu Li; Feiyu Xiong; Xiaoxing Wang; Simin Niu; Hao Liang; Wentao Zhang (CoRR, 2024)

FTII-Bench: A Comprehensive Multimodal Benchmark for Flow Text with Image Insertion. - Jiacheng Ruan; Yebin Yang; Zehao Lin; Feiyu Xiong; Zeyun Tang; Zhiyu Li (CoRR, 2024)

Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception. - Jihao Zhao; Zhiyuan Ji; Pengnian Qi; Simin Niu; Bo Tang; Feiyu Xiong; Zhiyu Li (CoRR, 2024)

Relphormer: Relational Graph Transformer for Knowledge Graph Representations. - Zhen Bi; Siyuan Cheng 008; Jing Chen; Xiaozhuan Liang; Feiyu Xiong; Ningyu Zhang 001 (Neurocomputing, 2024)

CodeKGC: Code Language Model for Generative Knowledge Graph Construction. - Zhen Bi; Jing Chen; Yinuo Jiang; Feiyu Xiong; Wei Guo; Huajun Chen; Ningyu Zhang 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios. - Jiacheng Ruan; Wenzhen Yuan 002; Zehao Lin; Ning Liao; Zhiyu Li; Feiyu Xiong; Ting Liu 016; Yuzhuo Fu (AAAI, 2025)

SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model. - Xun Liang 001; Simin Niu; Zhiyu Li; Sensen Zhang; Hanyu Wang; Feiyu Xiong; Jason Zhaoxin Fan; Bo Tang 011; Jihao Zhao; Jiawei Yang; Shichao Song; Mengwei Wang (ACL (1), 2025)

CARE-STaR: Constraint-aware Self-taught Reasoner. - Zhiliang Li; Bo Tang; Yijun Niu; Beihong Jin; Qiwen Shi; Yuchen Feng; Zhiyu Li; Jie Hu; Mingchuan Yang; Feiyu Xiong (ACL (Findings), 2025)

HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation. - Hao Liu; Zhengren Wang; Xi Chen; Zhiyu Li; Feiyu Xiong; Qinhan Yu; Wentao Zhang (ACL (Findings), 2025)

Adversarial Preference Learning for Robust LLM Alignment. - Yuanfu Wang; Pengyu Wang; Chenyang Xi; Bo Tang 011; Junyi Zhu 015; Wenqiang Wei; Chen Chen; Chao Yang; Jingfeng Zhang; Chaochao Lu; Yijun Niu; Keming Mao; et al. (ACL (Findings), 2025)

QAEncoder: Towards Aligned Representation Learning in Question Answering Systems. - Zhengren Wang; Qinhan Yu; Shida Wei; Zhiyu Li; Feiyu Xiong; Xiaoxing Wang; Simin Niu; Hao Liang; Wentao Zhang (ACL (1), 2025)

GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning. - Qingchen Yu; Zifan Zheng; Ding Chen; Simin Niu; Bo Tang; Feiyu Xiong; Zhiyu Li (ACL (1), 2025)

MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System. - Jihao Zhao; Zhiyuan Ji; Zhaoxin Fan; Hanyu Wang; Simin Niu; Bo Tang; Feiyu Xiong; Zhiyu Li (ACL (1), 2025)

Retrieval-Augmented Multilingual Citation Generation. - Xun Liang 001; Simin Niu; Sensen Zhang; Zhiyu Li; Xuan Zhang 009; Bo Wu 026; Feiyu Xiong; Bo Tang 011; Hanyu Wang; Shichao Song; Mengwei Wang; Jiawei Yang (ICASSP, 2025)

xFinder: Large Language Models as Automated Evaluators for Reliable Evaluation. - Qingchen Yu; Zifan Zheng; Shichao Song; Zhiyu Li; Feiyu Xiong; Bo Tang 011; Ding Chen (ICLR, 2025)

Attention heads of large language models. - Zifan Zheng; Yezhaohui Wang; Yuxin Huang; Shichao Song; Mingchuan Yang; Bo Tang 011; Feiyu Xiong; Zhiyu Li (Patterns, 2025)

GRAPHMOE: Amplifying Cognitive Depth of Mixture-of-Experts Network via Introducing Self-Rethinking Mechanism. - Chen Tang; Bo Lv; Zifan Zheng; Bohao Yang; Kun Zhao 007; Ning Liao; Xiaoxing Wang; Feiyu Xiong; Zhiyu Li; Nayu Liu; Jingchi Jiang (CoRR, 2025)

SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model. - Xun Liang 001; Simin Niu; Zhiyu Li; Sensen Zhang; Hanyu Wang; Feiyu Xiong; Jason Zhaoxin Fan; Bo Tang 011; Shichao Song; Mengwei Wang; Jiawei Yang (CoRR, 2025)

SurveyX: Academic Survey Automation via Large Language Models. - Xun Liang 001; Jiawei Yang; Yezhaohui Wang; Chen Tang; Zifan Zheng; Shichao Song; Zehao Lin; Yebin Yang; Simin Niu; Hanyu Wang; Bo Tang 011; Feiyu Xiong; et al. (CoRR, 2025)

SEAP: Training-free Sparse Expert Activation Pruning Unlock the Brainpower of Large Language Models. - Xun Liang 001; Hanyu Wang; Huayi Lai; Simin Niu; Shichao Song; Jiawei Yang; Jihao Zhao; Feiyu Xiong; Bo Tang 011; Zhiyu Li (CoRR, 2025)

MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System. - Jihao Zhao; Zhiyuan Ji; Jason Zhaoxin Fan; Hanyu Wang; Simin Niu; Bo Tang; Feiyu Xiong; Zhiyu Li (CoRR, 2025)

RARE: Retrieval-Augmented Reasoning Modeling. - Zhengren Wang; Jiayang Yu; Dongsheng Ma; Zhe Chen 024; Yu Wang 027; Zhiyu Li; Feiyu Xiong; Yanfeng Wang 001; Weinan E; Linpeng Tang; Wentao Zhang (CoRR, 2025)

MaintainCoder: Maintainable Code Generation Under Dynamic Requirements. - Zhengren Wang; Rui Ling; Chufan Wang; Yongan Yu; Zhiyu Li; Feiyu Xiong; Wentao Zhang (CoRR, 2025)

CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models. - Yuanjie Lyu; Zhiyu Li; Simin Niu; Feiyu Xiong; Bo Tang 011; Wenjin Wang 003; Hao Wu 022; Huanyong Liu; Tong Xu 001; Enhong Chen (ACM Trans. Inf. Syst., 2025)

xVerify: Efficient Answer Verifier for Reasoning Model Evaluations. - Ding Chen; Qingchen Yu; Pengyuan Wang; Wentao Zhang; Bo Tang; Feiyu Xiong; Xinchi Li; Minchuan Yang; Zhiyu Li (CoRR, 2025)

CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation. - Sizhe Wang; Zhengren Wang; Dongsheng Ma; Yongan Yu; Rui Ling; Zhiyu Li; Feiyu Xiong; Wentao Zhang (CoRR, 2025)

Token-level Accept or Reject: A Micro Alignment Approach for Large Language Models. - Yang Zhang; Yu Yu; Bo Tang; Yu Zhu; Chuxiong Sun; Wenqiang Wei; Jie Hu; Zipeng Xie; Zhiyu Li; Feiyu Xiong; Edward Chung 001 (CoRR, 2025)

Xinyu AI Search: Enhanced Relevance and Comprehensive Results with Rich Answer Presentations. - Bo Tang; Junyi Zhu 002; Chenyang Xi; Yunhang Ge; Jiahao Wu; Yuchen Feng; Yijun Niu; Wenqiang Wei; Yu Yu; Chunyu Li; Zehao Lin; Hao Wu; et al. (CoRR, 2025)

MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models. - Zhiyu Li; Shichao Song; Hanyu Wang; Simin Niu; Ding Chen; Jiawei Yang; Chenyang Xi; Huayi Lai; Jihao Zhao; Yezhaohui Wang; Junpeng Ren; Zehao Lin; et al. (CoRR, 2025)

Scalable Complexity Control Facilitates Reasoning Ability of LLMs. - Liangkai Hang; Junjie Yao; Zhiwei Bai; Tianyi Chen; Yang Chen; Rongjie Diao; Hezhou Li; Pengxiao Lin; Zhiwei Wang; Cheng Xu; Zhongwang Zhang; Zhangchen Zhou; et al. (CoRR, 2025)

Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles. - Zifu Wang; Junyi Zhu 002; Bo Tang; Zhiyu Li; Feiyu Xiong; Jiaqian Yu; Matthew B. Blaschko (CoRR, 2025)

Adaptive Preconditioners Trigger Loss Spikes in Adam. - Zhiwei Bai; Zhangchen Zhou; Jiajie Zhao; Xiaolong Li; Zhiyu Li; Feiyu Xiong; Hongkang Yang; Yaoyu Zhang; Zhi-Qin John Xu (CoRR, 2025)

MemOS: A Memory OS for AI System. - Zhiyu Li; Shichao Song; Chenyang Xi; Hanyu Wang; Chen Tang; Simin Niu; Ding Chen; Jiawei Yang; Chunyu Li; Qingchen Yu; Jihao Zhao; Yezhaohui Wang; et al. (CoRR, 2025)

Innovator: Scientific Continued Pretraining with Fine-grained MoE Upcycling. - Ning Liao; Xiaoxing Wang; Zehao Lin; Weiyang Guo; Feng Hong 004; Shixiang Song; Geng Yu; Zihua Zhao; Sitao Xie; Longxuan Wei; Xiangqi Jin; Xiaohan Qin; et al. (CoRR, 2025)