Dianbo Sui

According to our database, Dianbo Sui authored at least 60 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Enhancing the Code Reasoning Capabilities of LLMs via Consistency-based Reinforcement Learning.

Zhanyue Qin, Jia Feng, Yibo Lyu, Yun Peng, Dianbo Sui, Cuiyun Gao, Qing Liao

CoRR, May, 2026

Gradients Must Earn Their Influence: Unifying SFT with Generalized Entropic Objectives.

Zecheng Wang, Deyuan Liu, Chunshan Li, Yupeng Zhang, Zhengyun Zhao, Dianhui Chu, Bingning Wang, Dianbo Sui

CoRR, February, 2026

Beyond Confidence: The Rhythms of Reasoning in Generative Models.

Deyuan Liu, Zecheng Wang, Zhanyue Qin, Zhiying Tu, Dianhui Chu, Dianbo Sui

CoRR, February, 2026

EchoReview: Learning Peer Review from the Echoes of Scientific Citations.

Yinuo Zhang, Dingcheng Huang, Haifeng Suo, Yizhuo Li, Ziya Zhao, Junhao Xu, Zhiying Tu, Dianhui Chu, Deming Zhai, Xianming Liu, Xiaoyan Yu, Dianbo Sui

CoRR, February, 2026

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

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, Jun Zhao

CoRR, May, 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, Bingning Wang

CoRR, May, 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, Zhiying Tu, Dianhui Chu, Cuiyun Gao, Dianbo Sui

CoRR, May, 2025

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning.

Xinye Li, Mingqi Wan, Dianbo Sui

CoRR, May, 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., February, 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

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

VPO: Reasoning Preferences Optimization Based on V-Usable Information.

Zecheng Wang, Chunshan Li, Yupeng Zhang, Han Liu, Bingning Wang, Dianhui Chu, Dianbo Sui

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Unlocking Hidden Capabilities: A Self-Improving Workflow for Chatbots to Utilize Unintegrated Services.

Can Wang, Hao Ding, Yongchao Xing, Bohai Zhao, Dianbo Sui, Zhiying Tu

Proceedings of the IEEE International Conference on Web Services, 2025

A Weighted Preference Optimization Service Recommendation Method Based on Knowledge Graph and Large Language Model.

Hongliang Sun, Feiyang Wang, Zhiying Tu, Dianbo Sui, Yongchao Xing, Kai Zhang, Bohai Zhao, Xiaofei Xu

Proceedings of the IEEE International Conference on Web Services, 2025

Maximizing Intermediate Checkpoint Value in LLM Pretraining with Bayesian Optimization.

Deyuan Liu, Zecheng Wang, Bingning Wang, Weipeng Chen, Chunshan Li, Zhiying Tu, Dianhui Chu, Dianbo Sui

Proceedings of the Forty-second International Conference on Machine Learning, 2025

M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model.

Yang Zhou, Pengfei Cao, Yubo Chen, Qingbin Liu, Dianbo Sui, Xi Chen, Kang Liu, Jun Zhao

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

SHARP: Steering Hallucination in LVLMs via Representation Engineering.

Junfei Wu, Yue Ding, Guofan Liu, Tianze Xia, Ziyue Huang, Dianbo Sui, Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning.

Jiabao Kang, Xinye Li, Liyan Xu, Qingbin Liu, Xi Chen, Zhiying Tu, Dianhui Chu, Dianbo Sui

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 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

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Advanced News Event Clustering via Topic Enhanced Modeling with Multi-Aspect Contrastive Learning.

Hang Yang, Xiaoyan Yu, Dianbo Sui

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

ScEdit: Script-based Assessment of Knowledge Editing.

Xinye Li, Zunwen Zheng, Qian Zhang, Dekai Zhuang, Jiabao Kang, Liyan Xu, Qingbin Liu, Xi Chen, Zhiying Tu, Dianhui Chu, Dianbo Sui

Proceedings of the Findings of the Association for Computational Linguistics, 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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding.

Yongxin Guo, Jingyu Liu, Mingda Li, Dingxin Cheng, Xiaoying Tang, Dianbo Sui, Qingbin Liu, Xi Chen, Kevin Zhao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Joint Entity and Relation Extraction With Set Prediction Networks.

Dianbo Sui, Xiangrong Zeng, Yubo Chen, Kang Liu, Jun Zhao

IEEE Trans. Neural Networks Learn. Syst., September, 2024

Explanation Guided Knowledge Distillation for Pre-trained Language Model Compression.

Zhao Yang, Yuanzhe Zhang, Dianbo Sui, Yiming Ju, Jun Zhao, Kang Liu

ACM Trans. Asian Low Resour. Lang. Inf. Process., February, 2024

TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs.

Haochuan Wang, Xiachong Feng, Lei Li, Zhanyue Qin, Dianbo Sui, Lingpeng Kong

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

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

Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging.

Deyuan Liu, Zhanyue Qin, Hairu Wang, Zhao Yang, Zecheng Wang, Fangying Rong, Qingbin Liu, Yanchao Hao, Xi Chen, Cunhang Fan, Zhao Lv, Zhiying Tu, Dianhui Chu, Dianbo Sui

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

A Survey on Effective Invocation Methods of Massive LLM Services.

Can Wang, Bolin Zhang, Dianbo Sui, Zhiying Tu, Xiaoyu Liu, Jiabao Kang

CoRR, 2024

Economics Arena for Large Language Models.

Shangmin Guo, Haoran Bu, Haochuan Wang, Yi Ren, Dianbo Sui, Yuming Shang, Siting Lu

CoRR, 2024

Woodpecker: hallucination correction for multimodal large language models.

Shukang Yin, Chaoyou Fu, Sirui Zhao, Tong Xu, Hao Wang, Dianbo Sui, Yunhang Shen, Ke Li, Xing Sun, Enhong Chen

Sci. China Inf. Sci., 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

Proceedings of the Natural Language Processing and Chinese Computing, 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

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

MSFNet: Multi-Scale Fusion Network for Brain-Controlled Speaker Extraction.

Cunhang Fan, Jingjing Zhang, Hongyu Zhang, Wang Xiang, Jianhua Tao, Xinhui Li, Jiangyan Yi, Dianbo Sui, Zhao Lv

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 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

Proceedings of the IEEE International Conference on Web Services, 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

Proceedings of the IEEE International Conference on Web Services, 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

Proceedings of the Service-Oriented Computing - 22nd International Conference, 2024

A Federated Graph to Embedding Approach for Knowledge Graph Completion.

Hongliang Sun, Xiaofeng Bi, Dianbo Sui, Zhiying Tu

Proceedings of the IEEE International Conference on Acoustics, 2024

To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models.

Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 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, Zhiying Tu, Dianhui Chu, Xiaoyan Yu, Dianbo Sui

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging.

Deyuan Liu, Zhanyue Qin, Hairu Wang, Zhao Yang, Zecheng Wang, Fangying Rong, Qingbin Liu, Yanchao Hao, Bo Li, Xi Chen, Cunhang Fan, Zhao Lv, Dianhui Chu, Zhiying Tu, Dianbo Sui

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Analyzing Chain-of-thought Prompting in Black-Box Large Language Models via Estimated V-information.

Zecheng Wang, Chunshan Li, Zhao Yang, Qingbin Liu, Yanchao Hao, Xi Chen, Dianhui Chu, Dianbo Sui

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process.

Zhao Yang, Yuanzhe Zhang, Dianbo Sui, Cao Liu, Jun Zhao, Kang Liu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning.

Qingbin Liu, Yin Kung, Yanchao Hao, Dianbo Sui, Siyuan Cheng, Xi Chen, Ningyu Zhang, Jiaoyan Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Learning with Partial Annotations for Event Detection.

Jian Liu, Dianbo Sui, Kang Liu, Haoyan Liu, Zhe Zhao

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Class Lifelong Learning for Intent Detection via Structure Consolidation Networks.

Qingbin Liu, Yanchao Hao, Xiaolong Liu, Bo Li, Dianbo Sui, Shizhu He, Kang Liu, Jun Zhao, Xi Chen, Ningyu Zhang, Jiaoyan Chen

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

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, Kang Liu, Jun Zhao

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge.

Zhuoran Jin, Tianyi Men, Hongbang Yuan, Zhitao He, Dianbo Sui, Chenhao Wang, Zhipeng Xue, Yubo Chen, Jun Zhao

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021

Knowledge Guided Metric Learning for Few-Shot Text Classification.

Dianbo Sui, Yubo Chen, Binjie Mao, Delai Qiu, Kang Liu, Jun Zhao

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Set Generation Networks for End-to-End Knowledge Base Population.

Dianbo Sui, Chenhao Wang, Yubo Chen, Kang Liu, Jun Zhao, Wei Bi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Distantly Supervised Relation Extraction in Federated Settings.

Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Document-level Event Extraction via Parallel Prediction Networks.

Hang Yang, Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao, Taifeng Wang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

A Large-Scale Chinese Multimodal NER Dataset with Speech Clues.

Dianbo Sui, Zhengkun Tian, Yubo Chen, Kang Liu, Jun Zhao

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet.

Zhuoran Jin, Yubo Chen, Dianbo Sui, Chenhao Wang, Zhipeng Xue, Jun Zhao

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Joint Entity and Relation Extraction with Set Prediction Networks.

Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao, Xiangrong Zeng, Shengping Liu

CoRR, 2020

FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction.

Dianbo Sui, Yubo Chen, Jun Zhao, Yantao Jia, Yuantao Xie, Weijian Sun

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Graph-Based Knowledge Integration for Question Answering over Dialogue.

Jian Liu, Dianbo Sui, Kang Liu, Jun Zhao

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network.

Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019