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2020 – today
- 2024
[j3]Zhen Bi
, Siyuan Cheng, Jing Chen, Xiaozhuan Liang, Feiyu Xiong, Ningyu Zhang:
Relphormer: Relational Graph Transformer for Knowledge Graph Representations. Neurocomputing 566: 127044 (2024)- [j2]Zhen Bi, Jing Chen, Yinuo Jiang, Feiyu Xiong, Wei Guo, Huajun Chen, Ningyu Zhang:
CodeKGC: Code Language Model for Generative Knowledge Graph Construction. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23(3): 45 (2024) - [c19]Xun Liang, Shichao Song, Simin Niu, Zhiyu Li, Feiyu Xiong, Bo Tang, Yezhaohui Wang, Dawei He, Cheng Peng, Zhonghao Wang, Haiying Deng:
UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation. ACL (1) 2024: 5266-5293 - [c18]Xun Liang, Hanyu Wang, Shichao Song, Mengting Hu, Xunzhi Wang, Zhiyu Li, Feiyu Xiong, Bo Tang:
Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs. ACL (Findings) 2024: 5797-5814 - [c17]Miao Li, Ming-Bin Chen, Bo Tang, ShengbinHou ShengbinHou, Pengyu Wang, Haiying Deng, Zhiyu Li, Feiyu Xiong, Keming Mao, Cheng Peng, Yi Luo:
NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism. ACL (1) 2024: 9993-10014 - [c16]Junyi Zhu, Shuochen Liu, Yu Yu, Bo Tang, Yibo Yan, Zhiyu Li, Feiyu Xiong, Tong Xu, Matthew B. Blaschko:
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models. EMNLP (Findings) 2024: 11740-11758 - [c15]Yiquan Wu, Bo Tang, Chenyang Xi, Yu Yu, Pengyu Wang, Yifei Liu, Kun Kuang, Haiying Deng, Zhiyu Li, Feiyu Xiong, Jie Hu, Peng Cheng, Zhonghao Wang, Yi Wang, Yi Luo, Mingchuan Yang:
Xinyu: An Efficient LLM-based System for Commentary Generation. KDD 2024: 6003-6014 - [i36]Ding Chen, Shichao Song, Qingchen Yu, Zhiyu Li, Wenjin Wang, Feiyu Xiong, Bo Tang:
Grimoire is All You Need for Enhancing Large Language Models. CoRR abs/2401.03385 (2024) - [i35]Yuanjie Lyu, Zhiyu Li, Simin Niu, Feiyu Xiong, Bo Tang, Wenjin Wang, Hao Wu, Huanyong Liu, Tong Xu, Enhong Chen:
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models. CoRR abs/2401.17043 (2024) - [i34]Xun Liang, Hanyu Wang, Shichao Song, Mengting Hu, Xunzhi Wang, Zhiyu Li, Feiyu Xiong, Bo Tang:
Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs. CoRR abs/2402.11218 (2024) - [i33]Miao Li, Ming-Bin Chen, Bo Tang, Shengbin Hou, Pengyu Wang, Haiying Deng, Zhiyu Li, Feiyu Xiong, Keming Mao, Peng Cheng, Yi Luo:
NewsBench: Systematic Evaluation of LLMs for Writing Proficiency and Safety Adherence in Chinese Journalistic Editorial Applications. CoRR abs/2403.00862 (2024) - [i32]Yu Zhu, Chuxiong Sun, Wenfei Yang, Wenqiang Wei, Bo Tang, Tianzhu Zhang, Zhiyu Li, Shifeng Zhang, Feiyu Xiong, Jie Hu, Mingchuan Yang:
Proxy-RLHF: Decoupling Generation and Alignment in Large Language Model with Proxy. CoRR abs/2403.04283 (2024) - [i31]Qingchen Yu, Zifan Zheng, Shichao Song, Zhiyu Li, Feiyu Xiong, Bo Tang, Ding Chen:
xFinder: Robust and Pinpoint Answer Extraction for Large Language Models. CoRR abs/2405.11874 (2024) - [i30]Xiang Liang, Simin Niu, Zhiyu Li, Sensen Zhang, Shichao Song, Hanyu Wang, Jiawei Yang, Feiyu Xiong, Bo Tang, Chenyang Xi:
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning. CoRR abs/2405.16933 (2024) - [i29]Mingze Wang, Haotian He, Jinbo Wang, Zilin Wang, Guanhua Huang, Feiyu Xiong, Zhiyu Li, Weinan E, Lei Wu:
Improving Generalization and Convergence by Enhancing Implicit Regularization. CoRR abs/2405.20763 (2024) - [i28]Junyi Zhu, Shuochen Liu, Yu Yu, Bo Tang, Yibo Yan, Zhiyu Li, Feiyu Xiong, Tong Xu, Matthew B. Blaschko:
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models. CoRR abs/2406.16069 (2024) - [i27]Yanfang Chen, Ding Chen, Shichao Song, Simin Niu, Hanyu Wang, Zeyun Tang, Feiyu Xiong, Zhiyu Li:
HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and Explainability. CoRR abs/2407.00668 (2024) - [i26]Hongkang Yang, Zehao Lin, Wenjin Wang, Hao Wu, Zhiyu Li, Bo Tang, Wenqiang Wei, Jinbo Wang, Zeyun Tang, Shichao Song, Chenyang Xi, Yu Yu, Kai Chen, Feiyu Xiong, Linpeng Tang, Weinan E:
Memory3: Language Modeling with Explicit Memory. CoRR abs/2407.01178 (2024) - [i25]Xun Liang, Shichao Song, Zifan Zheng, Hanyu Wang, Qingchen Yu, Xunkai Li, Rong-Hua Li, Feiyu Xiong, Zhiyu Li:
Internal Consistency and Self-Feedback in Large Language Models: A Survey. CoRR abs/2407.14507 (2024) - [i24]Yiquan Wu, Bo Tang, Chenyang Xi, Yu Yu, Pengyu Wang, Yifei Liu, Kun Kuang, Haiying Deng, Zhiyu Li, Feiyu Xiong, Jie Hu, Peng Cheng, Zhonghao Wang, Yi Wang, Yi Luo, Mingchuan Yang:
Xinyu: An Efficient LLM-based System for Commentary Generation. CoRR abs/2408.11609 (2024) - [i23]Xun Liang, Hanyu Wang, Yezhaohui Wang, Shichao Song, Jiawei Yang, Simin Niu, Jie Hu, Dan Liu, Shunyu Yao, Feiyu Xiong, Zhiyu Li:
Controllable Text Generation for Large Language Models: A Survey. CoRR abs/2408.12599 (2024) - [i22]Zifan Zheng, Yezhaohui Wang, Yuxin Huang, Shichao Song, Mingchuan Yang, Bo Tang, Feiyu Xiong, Zhiyu Li:
Attention Heads of Large Language Models: A Survey. CoRR abs/2409.03752 (2024) - [i21]Jiacheng Ruan, Wenzhen Yuan, Zehao Lin, Ning Liao, Zhiyu Li, Feiyu Xiong, Ting Liu, Yuzhuo Fu:
MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios. CoRR abs/2409.16084 (2024) - [i20]Zhengren Wang, Qinhan Yu, Shida Wei, Zhiyu Li, Feiyu Xiong, Xiaoxing Wang, Simin Niu, Hao Liang, Wentao Zhang:
QAEncoder: Towards Aligned Representation Learning in Question Answering System. CoRR abs/2409.20434 (2024) - [i19]Jiacheng Ruan, Yebin Yang, Zehao Lin, Feiyu Xiong, Zeyun Tang, Zhiyu Li:
FTII-Bench: A Comprehensive Multimodal Benchmark for Flow Text with Image Insertion. CoRR abs/2410.12564 (2024) - [i18]Jihao Zhao, Zhiyuan Ji, Pengnian Qi, Simin Niu, Bo Tang, Feiyu Xiong, Zhiyu Li:
Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception. CoRR abs/2410.12788 (2024) - 2023
- [c14]Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang:
On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract). AAAI 2023: 16254-16255 - [c13]Shumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z. Pan, Bryan Hooi, Huajun Chen:
Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph. ICDE 2023: 2988-3002 - [i17]Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Zelin Dai, Feiyu Xiong, Wei Guo, Huajun Chen:
Editing Language Model-based Knowledge Graph Embeddings. CoRR abs/2301.10405 (2023) - [i16]Zhen Bi, Jing Chen, Yinuo Jiang, Feiyu Xiong, Wei Guo, Huajun Chen, Ningyu Zhang:
CodeKGC: Code Language Model for Generative Knowledge Graph Construction. CoRR abs/2304.09048 (2023) - [i15]Xun Liang, Shichao Song, Simin Niu, Zhiyu Li, Feiyu Xiong, Bo Tang, Zhaohui Wy, Dawei He, Peng Cheng, Zhonghao Wang, Haiying Deng:
UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation. CoRR abs/2311.15296 (2023) - 2022
- [c12]Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong:
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning. EMNLP 2022: 1649-1662 - [c11]Tianshu Wang, Hongyu Lin, Cheng Fu, Xianpei Han, Le Sun, Feiyu Xiong, Hui Chen, Minlong Lu, Xiuwen Zhu:
Bridging the Gap between Reality and Ideality of Entity Matching: A Revisting and Benchmark Re-Constrcution. IJCAI 2022: 3978-3984 - [c10]Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen:
Disentangled Ontology Embedding for Zero-shot Learning. KDD 2022: 443-453 - [c9]Wen Zhang, Xiangnan Chen, Zhen Yao, Mingyang Chen, Yushan Zhu, Hongtao Yu, Yufeng Huang, Yajing Xu, Ningyu Zhang, Zezhong Xu, Zonggang Yuan, Feiyu Xiong, Huajun Chen:
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs. SIGIR 2022: 3323-3328 - [c8]Xin Xie, Ningyu Zhang, Zhoubo Li, Shumin Deng, Hui Chen, Feiyu Xiong, Mosha Chen, Huajun Chen:
From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer. WWW (Companion Volume) 2022: 162-165 - [c7]Hongbin Ye, Ningyu Zhang, Shumin Deng, Xiang Chen, Hui Chen, Feiyu Xiong, Xi Chen, Huajun Chen:
Ontology-enhanced Prompt-tuning for Few-shot Learning. WWW 2022: 778-787 - [i14]Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong:
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning. CoRR abs/2201.06206 (2022) - [i13]Hongbin Ye, Ningyu Zhang, Shumin Deng, Xiang Chen, Hui Chen, Feiyu Xiong, Xi Chen, Huajun Chen:
Ontology-enhanced Prompt-tuning for Few-shot Learning. CoRR abs/2201.11332 (2022) - [i12]Xin Xie, Ningyu Zhang, Zhoubo Li, Shumin Deng, Hui Chen, Feiyu Xiong, Mosha Chen, Huajun Chen:
From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer. CoRR abs/2202.02113 (2022) - [i11]Shumin Deng, Ningyu Zhang, Hui Chen, Feiyu Xiong, Jeff Z. Pan, Huajun Chen:
Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective. CoRR abs/2202.08063 (2022) - [i10]Wen Zhang, Xiangnan Chen, Zhen Yao, Mingyang Chen, Yushan Zhu, Hongtao Yu, Yufeng Huang, Zezhong Xu, Yajing Xu, Ningyu Zhang, Zonggang Yuan, Feiyu Xiong, Huajun Chen:
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs. CoRR abs/2202.12571 (2022) - [i9]Tianshu Wang, Hongyu Lin, Cheng Fu, Xianpei Han, Le Sun, Feiyu Xiong, Hui Chen, Minlong Lu, Xiuwen Zhu:
Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction. CoRR abs/2205.05889 (2022) - [i8]Zhen Bi, Siyuan Cheng, Ningyu Zhang, Xiaozhuan Liang, Feiyu Xiong, Huajun Chen:
Relphormer: Relational Graph Transformer for Knowledge Graph Representation. CoRR abs/2205.10852 (2022) - [i7]Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen:
Disentangled Ontology Embedding for Zero-shot Learning. CoRR abs/2206.03739 (2022) - [i6]Fanglin Chen, Xiao Liu, Bo Tang, Feiyu Xiong, Serim Hwang, Guomian Zhuang:
BCRLSP: An Offline Reinforcement Learning Framework for Sequential Targeted Promotion. CoRR abs/2207.07790 (2022) - [i5]Shumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z. Pan, Bryan Hooi, Huajun Chen:
Construction and Applications of Billion-Scale Pre-trained Multimodal Business Knowledge Graph. CoRR abs/2209.15214 (2022) - [i4]Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang:
On Analyzing the Role of Image for Visual-enhanced Relation Extraction. CoRR abs/2211.07504 (2022) - 2021
- [c6]Wen Zhang, Shumin Deng, Mingyang Chen, Liang Wang, Qiang Chen, Feiyu Xiong, Xiangwen Liu, Huajun Chen:
Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules. IJCKG 2021: 71-79 - [c5]Yang Zhang, Bo Tang, Qingyu Yang, Dou An, Hongyin Tang, Chenyang Xi, Xueying Li, Feiyu Xiong:
BCORLE(λ): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market. NeurIPS 2021: 20410-20422 - [i3]Chenyang Xi, Bo Tang, Jiajun Shen, Xinfu Liu, Feiyu Xiong, Xueying Li:
Interpretable performance analysis towards offline reinforcement learning: A dataset perspective. CoRR abs/2105.05473 (2021) - [i2]Wen Zhang, Shumin Deng, Mingyang Chen, Liang Wang, Qiang Chen, Feiyu Xiong, Xiangwen Liu, Huajun Chen:
Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules. CoRR abs/2112.08589 (2021) - 2020
- [c4]Jiaming Xu, Bo Tang, Xiao Liu, Feiyu Xiong:
Automatic Aspect-Based Sentiment Analysis (AABSA) from Customer Reviews. AffCon@AAAI 2020: 47-66 - [c3]Fanglin Chen, Xiao Liu, Davide Proserpio, Isamar Troncoso, Feiyu Xiong:
Studying Product Competition Using Representation Learning. SIGIR 2020: 1261-1268 - [i1]Fanglin Chen, Xiao Liu, Davide Proserpio, Isamar Troncoso, Feiyu Xiong:
Studying Product Competition Using Representation Learning. CoRR abs/2005.10402 (2020)
2010 – 2019
- 2016
- [j1]Feiyu Xiong, Moshe Kam, Leonid Hrebien, Beilun Wang, Yanjun Qi:
Kernelized Information-Theoretic Metric Learning for Cancer Diagnosis Using High-Dimensional Molecular Profiling Data. ACM Trans. Knowl. Discov. Data 10(4): 38:1-38:23 (2016) - 2011
- [c2]Feiyu Xiong, Brian R. Hipszer, Jeffrey Joseph, Moshe Kam:
Improved blood glucose estimation through multi-sensor fusion. EMBC 2011: 377-380
2000 – 2009
- 2008
- [c1]Li Bai, Feiyu Xiong, Michael Korostelev, Saroj Biswas:
Optimal Updating Time Using Theory of Reliability. ICPADS 2008: 439-446
Coauthor Index
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