2025
MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications
Zike Yuan, Ming Liu, Hui Wang, Bing Qin
EMNLP
2025
Yuan Zike
Liu Ming
Wang Hui
How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future
Zerui Chen, Huiming Fan, Qianyu Wang, Tao He, Ming Liu, Chang Heng, Weijiang Yu, Ze Li, Bing Qin
EMNLP
2025
Chen Zerui
Fan Huiming
Wang Qianyu
Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning
Yexing Du, Youcheng Pan, Ziyang Ma, Bo Yang, Yifan Yang, Keqi Deng, Xie Chen, Yang Xiang, Ming Liu, Bing Qin
ACL
2025
Du Yexing
Pan Youcheng
Ma Ziyang
Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency
Jiafeng Liang, Shixin Jiang, Xuan Dong, Ning Wang, Zheng Chu, Hui Su, Jinlan Fu, Ming Liu, See-Kiong Ng, Bing Qin
ACL
2025
Liang Jiafeng
Jiang Shixin
Dong Xuan
Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering
Runxuan Liu, Bei Luo, Jiaqi Li, Baoxin Wang, Ming Liu, Dayong Wu, Shijin Wang, Bing Qin
ACL
2025
Liu Runxuan
Luo Bei
Li Jiaqi
AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting
Guo Tang, Zheng Chu, Wenxiang Zheng, Junjia Xiang, Yizhuo Li, Weihao Zhang, Ming Liu, Bing Qin
ACL
2025
Tang Guo
Chu Zheng
Zheng Wenxiang
EffiVLM-Bench: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Visual-Language Models
Zekun Wang, Minghua Ma, Zexin Wang, Rongchuan Mou, Liping Shan, Ming Liu, Bing Qin
ACL
2025
Wang Zekun
Ma Minghua
Wang Zexin
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities
Shixin Jiang, Jiafeng Liang, Jiyuan Wang, Xuan Dong, Heng Chang, Weichang Yu, Jinhua Du, Ming Liu, Bing Qin
ACL(Findings)
2025
Jiang Shixin
Liang Jiafeng
Wang Jiyuan
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering
Zheng Chu, Huiming Fan, Jingchang Chen, Qianyu Wang, Mingda Yang, Jiafeng Liang, Zhongjie Wang, Hao Li, Guo Tang, Ming Liu, Bing Qin
ACL(Findings)
2025
Chu Zheng
Fan Huiming
Chen Jingchang
Breaking the Reasoning Barrier: A Survey on LLM Complex Reasoning through the Lens of Self-Evolution
Tao He, Hao Li, Jingchang Chen, Runxuan Liu, Yixin Cao, Lizi Liao, Zihao Zheng, Zheng Chu, Jiafeng Liang, Ming Liu, Bing Qin
ACL(Findings)
2025
He Tao
Li Hao
Chen Jingchang
Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues
Tao He, Lizi Liao, Yixin Cao, Yuanxing Liu, Yiheng Sun, Zerui Chen, Ming Liu, Bing Qin
AAAI
2025
He Tao
Lizi Liao
Cao Yixin
CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information
Yuxin Wang, Minghua Ma, Zekun Wang, Jingchang Chen, Liping Shan, Qing Yang, Dongliang Xu, Ming Liu, Bing Qin
COLING
2025
Wang Yuxin
Ma Minghua
Wang Zekun
Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation
Zheng Chu, Jingchang Chen, Zhongjie Wang, Guo Tang, Qianglong Chen, Ming Liu, Bing Qin
COLING
2025
Chu Zheng
Chen Jingchang
Wang Zhongjie
GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models
Zike Yuan, Ming Liu, Hui Wang, Bing Qin
COLING
2025
Yuan Zike
Liu Ming
Wang Hui
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
Jingchang Chen, Hongxuan Tang, Zheng Chu, Qianglong Chen, Zekun Wang, Ming Liu, Bing Qin
NeurIPS
2024
Chen Jingchang
Tang Hongxuan
Chu Zheng
2024
Towards Benchmarking Situational Awareness of Large Language Models: Comprehensive Benchmark, Evaluation and Analysis
Guo Tang, Zheng Chu, Wenxiang Zheng, Ming Liu, Bing Qin
EMNLP(Findings)
2024
Tang Guo
Chu Zheng
Zheng Wenxiang
Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models
Shixin Jiang, Zerui Chen, Jiafeng Liang, Yanyan Zhao, Ming Liu, Bing Qin
EMNLP(Findings)
2024
Jiang Shixin
Chen Zerui
Liang Jiafeng
Navigate through Enigmatic Labyrinth. A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Tao He, Haotian Wang, Weihua Peng, Ming Liu, Bing Qin, Ting Liu
ACL
2024
Chu Zheng
Chen Jingchang
Chen Qianglong
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models
Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Haotian Wang, Ming Liu, Bing Qin
ACL
2024
Chu Zheng
Chen Jingchang
Chen Qianglong
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering
Zheng Chu, Jingchang Chen, Qianglong Chen, Haotian Wang, Kuan Zhu, Xiyuan Du, Weijiang Yu, Ming Liu, Bing Qin
ACL
2024
Chu Zheng
Chen Jingchang
Chen Qianglong
Planning Like Human: A Dual-process Framework for Dialogue Planning
Tao He, Lizi Liao, Yixin Cao, Yuanxing Liu, Ming Liu, Zerui Chen, Bing Qin
ACL
2024
He Tao
Lizi Liao
Yixin Cao
GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension
Jiafeng Liang, Shixin Jiang, Zekun Wang, Haojie Pan, Zerui Chen, Ming Liu, Ruiji Fu, Zhongyuan Wang, Bing Qin
IJCAI
2024
Liang Jiafeng
Jiang Shixin
Wang Zekun
Decompose, Prioritize, and Eliminate: Dynamically Integrating Diverse Representations for Multimodal Named Entity Recognition
Zihao Zheng, Zihan Zhang, Zexin Wang, Ruiji Fu, Ming Liu, Zhongyuan Wang, Bing Qin
COLING
2024
Zheng Zihao
Zhang Zihan
Wang Zexin
SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models
Zekun Wang, Jingchang Chen, Wangchunshu Zhou, Haichao Zhu, Jiafeng Liang, Liping Shan, Ming Liu, Dongliang Xu, Qing Yang, Bing Qin
COLING
2024
Wang Zekun
Chen Jingchang
Zhou Wangchunshu