Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network. - Dianbo Sui; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Shengping Liu (EMNLP/IJCNLP (1), 2019)

Graph-Based Knowledge Integration for Question Answering over Dialogue. - Jian Liu 032; Dianbo Sui; Kang Liu 001; Jun Zhao 001 (COLING, 2020)

FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction. - Dianbo Sui; Yubo Chen 001; Jun Zhao 001; Yantao Jia; Yuantao Xie; Weijian Sun (EMNLP (1), 2020)

Joint Entity and Relation Extraction with Set Prediction Networks. - Dianbo Sui; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Xiangrong Zeng; Shengping Liu (CoRR, 2020)

CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet. - Zhuoran Jin; Yubo Chen 001; Dianbo Sui; Chenhao Wang 004; Zhipeng Xue; Jun Zhao 001 (ACL (demo), 2021)

A Large-Scale Chinese Multimodal NER Dataset with Speech Clues. - Dianbo Sui; Zhengkun Tian; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL/IJCNLP (1), 2021)

Document-level Event Extraction via Parallel Prediction Networks. - Hang Yang; Dianbo Sui; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Taifeng Wang (ACL/IJCNLP (1), 2021)

Distantly Supervised Relation Extraction in Federated Settings. - Dianbo Sui; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2021)

Set Generation Networks for End-to-End Knowledge Base Population. - Dianbo Sui; Chenhao Wang 004; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Wei Bi (EMNLP (1), 2021)

Knowledge Guided Metric Learning for Few-Shot Text Classification. - Dianbo Sui; Yubo Chen 001; Binjie Mao; Delai Qiu; Kang Liu 001; Jun Zhao 001 (NAACL-HLT, 2021)

CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge. - Zhuoran Jin; Tianyi Men; Hongbang Yuan; Zhitao He 001; Dianbo Sui; Chenhao Wang 004; Zhipeng Xue; Yubo Chen 001; Jun Zhao 001 (ACL (demo), 2022)

CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities. - Jia Fu; Zhen Gan; Zhucong Li; Sirui Li; Dianbo Sui; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (SemEval@NAACL, 2022)

Class Lifelong Learning for Intent Detection via Structure Consolidation Networks. - Qingbin Liu; Yanchao Hao; Xiaolong Liu; Bo Li; Dianbo Sui; Shizhu He; Kang Liu 001; Jun Zhao 001; Xi Chen 003; Ningyu Zhang 001; Jiaoyan Chen 001 (ACL (Findings), 2023)

Learning with Partial Annotations for Event Detection. - Jian Liu 032; Dianbo Sui; Kang Liu 001; Haoyan Liu; Zhe Zhao 006 (ACL (1), 2023)

Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning. - Qingbin Liu; Yin Kung; Yanchao Hao; Dianbo Sui; Siyuan Cheng 008; Xi Chen 003; Ningyu Zhang 001; Jiaoyan Chen 001 (EMNLP (Findings), 2023)

Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process. - Zhao Yang 004; Yuanzhe Zhang; Dianbo Sui; Cao Liu; Jun Zhao 001; Kang Liu 001 (EMNLP, 2023)

Analyzing Chain-of-thought Prompting in Black-Box Large Language Models via Estimated V-information. - Zecheng Wang; Chunshan Li; Zhao Yang 004; Qingbin Liu; Yanchao Hao; Xi Chen 003; Dianhui Chu; Dianbo Sui (LREC/COLING, 2024)

Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging. - Deyuan Liu; Zhanyue Qin; Hairu Wang; Zhao Yang 004; Zecheng Wang; Fangying Rong; Qingbin Liu; Yanchao Hao; Bo Li; Xi Chen 003; Cunhang Fan; Zhao Lv; et al. (EMNLP, 2024)

UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models. - Zhanyue Qin; Haochuan Wang; Deyuan Liu; Ziyang Song; Cunhang Fan; Zhao Lv; Jinlin Wu; Zhen Lei 001; Zhiying Tu; Dianhui Chu; Xiaoyan Yu; Dianbo Sui (EMNLP, 2024)

To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. - Bozhong Tian; Xiaozhuan Liang; Siyuan Cheng 008; Qingbin Liu; Mengru Wang; Dianbo Sui; Xi Chen 003; Huajun Chen; Ningyu Zhang 001 (EMNLP (Findings), 2024)

A Federated Graph to Embedding Approach for Knowledge Graph Completion. - Hongliang Sun; Xiaofeng Bi; Dianbo Sui; Zhiying Tu (ICASSP, 2024)

Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled Data. - Can Wang; Dianbo Sui; Hongliang Sun; Hao Ding; Bolin Zhang; Zhiying Tu (ICSOC (1), 2024)

Learning Dynamic Knowledge Graph Embedding in Evolving Service Ecosystems via Meta-Learning. - Hongliang Sun; Jinlan Liu; Can Wang; Dianbo Sui; Zhiying Tu; Xiaofei Xu (ICWS, 2024)

RealWeb: A Benchmark for Universal Instruction Following in Realistic Web Services Navigation. - Bolin Zhang; Shiyun Xiong; Dianbo Sui; Yunzhe Xu; Zhiying Tu; Dianhui Chu (ICWS, 2024)

MSFNet: Multi-Scale Fusion Network for Brain-Controlled Speaker Extraction. - Cunhang Fan; Jingjing Zhang; Hongyu Zhang; Wang Xiang; Jianhua Tao 001; Xinhui Li; Jiangyan Yi; Dianbo Sui; Zhao Lv (ACM Multimedia, 2024)

Can We Debias Multimodal Large Language Models via Model Editing? - Zecheng Wang; Xinye Li; Zhanyue Qin; Chunshan Li; Zhiying Tu; Dianhui Chu; Dianbo Sui (ACM Multimedia, 2024)

A Privacy-Preserving Framework for Medical Chatbot Based on LLM with Retrieval Augmented Generation. - Yufei Li; Chunshan Li; Zecheng Wang; Dianbo Sui; Jianen Yan (NLPCC (3), 2024)

Woodpecker: hallucination correction for multimodal large language models. - Shukang Yin; Chaoyou Fu; Sirui Zhao; Tong Xu 001; Hao Wang 076; Dianbo Sui; Yunhang Shen; Ke Li 015; Xing Sun 001; Enhong Chen (Sci. China Inf. Sci., 2024)

Economics Arena for Large Language Models. - Shangmin Guo; Haoran Bu; Haochuan Wang; Yi Ren; Dianbo Sui; Yuming Shang; Siting Lu (CoRR, 2024)

A Survey on Effective Invocation Methods of Massive LLM Services. - Can Wang; Bolin Zhang; Dianbo Sui; Zhiying Tu; Xiaoyu Liu; Jiabao Kang (CoRR, 2024)

Checkpoint Merging via Bayesian Optimization in LLM Pretraining. - Deyuan Liu; Zecheng Wang; Bingning Wang; Weipeng Chen; Chunshan Li; Zhiying Tu; Dianhui Chu; Bo Li; Dianbo Sui (CoRR, 2024)

Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging. - Deyuan Liu; Zhanyue Qin; Hairu Wang; Zhao Yang 004; Zecheng Wang; Fangying Rong; Qingbin Liu; Yanchao Hao; Xi Chen 003; Cunhang Fan; Zhao Lv; Zhiying Tu; et al. (CoRR, 2024)

HBot: A Chatbot for Healthcare Applications in Traditional Chinese Medicine Based on Human Body 3D Visualization. - Bolin Zhang; Zhiwei Yi; Jiahao Wang; Dianbo Sui; Zhiying Tu; Dianhui Chu (CoRR, 2024)

Mitigating Gender Bias in Code Large Language Models via Model Editing. - Zhanyue Qin; Haochuan Wang; Zecheng Wang; Deyuan Liu; Cunhang Fan; Zhao Lv; Zhiying Tu; Dianhui Chu; Dianbo Sui (CoRR, 2024)

TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs. - Haochuan Wang; Xiachong Feng; Lei Li 039; Zhanyue Qin; Dianbo Sui; Lingpeng Kong (CoRR, 2024)

Explanation Guided Knowledge Distillation for Pre-trained Language Model Compression. - Zhao Yang 004; Yuanzhe Zhang; Dianbo Sui; Yiming Ju; Jun Zhao 001; Kang Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

Joint Entity and Relation Extraction With Set Prediction Networks. - Dianbo Sui; Xiangrong Zeng; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding. - Yongxin Guo; Jingyu Liu; Mingda Li; Dingxin Cheng; Xiaoying Tang 002; Dianbo Sui; Qingbin Liu; Xi Chen 003; Kevin Zhao (AAAI, 2025)

HFF-Tracker: A Hierarchical Fine-grained Fusion Tracker for Referring Multi-Object Tracking. - Zeyong Zhao; Yanchao Hao; Minghao Zhang; Qingbin Liu; Bo Li; Dianbo Sui; Shizhu He; Xi Chen 003 (AAAI, 2025)

ScEdit: Script-based Assessment of Knowledge Editing. - Xinye Li; Zunwen Zheng; Qian Zhang; Dekai Zhuang; Jiabao Kang; Liyan Xu; Qingbin Liu; Xi Chen 003; Zhiying Tu; Dianhui Chu; Dianbo Sui (ACL (Findings), 2025)

A Framework for Effective Invocation Methods of Various LLM Services. - Can Wang; Dianbo Sui; Bolin Zhang; Xiaoyu Liu; Jiabao Kang; Zhidong Qiao; Zhiying Tu (COLING, 2025)

Ask and Retrieve Knowledge: Towards Proactive Asking with Imperfect Information in Medical Multi-turn Dialogues. - Bolin Zhang; Shengwei Wang; Yangqin Jiang; Dianbo Sui; Zhiying Tu; Dianhui Chu (SIGIR, 2025)

A Federated Social Recommendation Approach with Enhanced Hypergraph Neural Network. - Hongliang Sun; Zhiying Tu; Dianbo Sui; Bolin Zhang; Xiaofei Xu (ACM Trans. Intell. Syst. Technol., 2025)

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning. - Xinye Li; Mingqi Wan; Dianbo Sui (CoRR, 2025)

LFTF: Locating First and Then Fine-Tuning for Mitigating Gender Bias in Large Language Models. - Zhanyue Qin; Yue Ding; Deyuan Liu; Qingbin Liu; Junxian Cai; Xi Chen 003; Zhiying Tu; Dianhui Chu; Cuiyun Gao 001; Dianbo Sui (CoRR, 2025)

Surrogate Signals from Format and Length: Reinforcement Learning for Solving Mathematical Problems without Ground Truth Answers. - Rihui Xin; Han Liu; Zecheng Wang; Yupeng Zhang; Dianbo Sui; Xiaolin Hu 001; Bingning Wang (CoRR, 2025)

Large Language Models for Planning: A Comprehensive and Systematic Survey. - Pengfei Cao; Tianyi Men; Wencan Liu; Jingwen Zhang; Xuzhao Li; Xixun Lin; Dianbo Sui; Yanan Cao; Kang Liu 001; Jun Zhao 001 (CoRR, 2025)

Towards enhanced LLM pretraining: Dynamic checkpoint merging via generation quality. - Zecheng Wang; Deyuan Liu; Chunshan Li; Dianhui Chu; Weipeng Chen; Bingning Wang; Dianbo Sui (Inf. Fusion, 2026)