Zheng Chu

45 papers A* 4B 1Misc 1Journal 25Unranked 14
YearRankTypeTitle / Venue / Authors
2026 A* conf
CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation.
AAAI
Yexing Du, Kaiyuan Liu, Youcheng Pan, Zheng Chu, Bo Yang, Xiaocheng Feng, Ming Liu, Yang Xiang
2026 A* conf
From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration.
AAAI
Hao Li, Tao He, Jiafeng Liang, Zheng Chu, Ming Liu
2026 J jnl
Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models.
CoRR
Runxuan Liu, Xianhao Ou, Xinyan Ma, Jiyuan Wang, Jiafeng Liang, Jiaqi Li, Tao He, Zheng Chu, Rongchuan Mu, Zekun Wang, Baoxin Wang, Dayong Wu, Ming Liu, Shijin Wang, Guoping Hu, Bing Qin
2026 J jnl
Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization.
CoRR
Xueyun Tian, Minghua Ma, Bingbing Xu, Nuoyan Lyu, Wei Li, Heng Dong, Zheng Chu, Yuanzhuo Wang, Huawei Shen
2026 J jnl
REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents.
CoRR
Zheng Chu, Xiao Wang, Jack Hong, Huiming Fan, Yuqi Huang, Yue Yang, Guohai Xu, Chenxiao Zhao, Cheng Xiang, Shengchao Hu, Dongdong Kuang, Ming Liu, Bing Qin, Xing Yu
2026 J jnl
Scalable Multilingual Multimodal Machine Translation with Speech-Text Fusion.
CoRR
Yexing Du, Youcheng Pan, Zekun Wang, Zheng Chu, Yichong Huang, Kaiyuan Liu, Bo Yang, Yang Xiang, Ming Liu, Bing Qin
2026 J jnl
The Evolution of Tool Use in LLM Agents: From Single-Tool Call to Multi-Tool Orchestration.
CoRR
Haoyuan Xu, Chang Li, Xinyan Ma, Xianhao Ou, Zihan Zhang, Tao He, Xiangyu Liu, Zixiang Wang, Jiafeng Liang, Zheng Chu, Runxuan Liu, Rongchuan Mu, Dandan Tu, Ming Liu, Bing Qin
2026 J jnl
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models.
CoRR
Wenxuan Huang, Yu Zeng, Qiuchen Wang, Zhen Fang, Shaosheng Cao, Zheng Chu, Qingyu Yin, Shuang Chen, Zhenfei Yin, Lin Chen, Zehui Chen, Yao Hu, Philip Torr, Feng Zhao, Wanli Ouyang
2025 — conf
AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting.
ACL (1)
Guo Tang, Zheng Chu, Wenxiang Zheng, Junjia Xiang, Yizhuo Li, Weihao Zhang, Ming Liu, Bing Qin
2025 — conf
Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution.
ACL (Findings)
Tao He, Hao Li, Jingchang Chen, Runxuan Liu, Yixin Cao, Lizi Liao, Zihao Zheng, Zheng Chu, Jiafeng Liang, Ming Liu, Bing Qin
2025 J jnl
CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation.
CoRR
Yexing Du, Kaiyuan Liu, Youcheng Pan, Zheng Chu, Bo Yang, Xiaocheng Feng, Yang Xiang, Ming Liu
2025 — conf
Exploring the Capabilities of Chinese LLMs in the Legal Field.
NLPCC (3)
Zhengying Wang, Jiong Yu, Zheng Chu
2025 — conf
Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency.
ACL (1)
Jiafeng Liang, Shixin Jiang, Xuan Dong, Ning Wang, Zheng Chu, Hui Su, Jinlan Fu, Ming Liu, See-Kiong Ng, Bing Qin
2025 J jnl
Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency.
CoRR
Jiafeng Liang, Shixin Jiang, Xuan Dong, Ning Wang, Zheng Chu, Hui Su, Jinlan Fu, Ming Liu, See-Kiong Ng, Bing Qin
2025 J jnl
Is Compression Really Linear with Code Intelligence?
CoRR
Xianzhen Luo, Shijie Xuyang, Tianhao Cheng, Zheng Chu, Houyi Li, Ziqi Wang, Siming Huang, Qingfu Zhu, Qiufeng Wang, Xiangyu Zhang, Shuigeng Zhou, Wanxiang Che
2025 J jnl
Learning to break: Knowledge-enhanced reasoning in multi-agent debate system.
Neurocomputing
Haotian Wang, Xiyuan Du, Weijiang Yu, Qianglong Chen, Kun Zhu, Zheng Chu, Lian Yan, Yi Guan
2025 Misc conf
MPFL: A Decentralised Federated Learning Framework Based on Multi-Population Genetic Algorithm.
ICASSP
Wenqi Ding, Yuanchao Liu, Zhongjie Wang, Zheng Chu
2025 J jnl
Multi-modal multi-agent debate-based dialectical knowledge transfer learning.
Appl. Soft Comput.
Haotian Wang, Weijiang Yu, Xiyuan Du, Qianglong Chen, Zheng Chu, Lian Yan, Jingchi Jiang, Yi Guan
2025 — conf
Non-Invasive Continuous PPG-Based Blood Pressure Monitoring on Mobile Devices via Knowledge Distillation.
BIBM
Yuan Shi, Yue Yang, Zheng Chu, Weiyun Li
2025 — conf
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering.
ACL (Findings)
Zheng Chu, Huiming Fan, Jingchang Chen, Qianyu Wang, Mingda Yang, Jiafeng Liang, Zhongjie Wang, Hao Li, Guo Tang, Ming Liu, Bing Qin
2025 J jnl
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering.
CoRR
Zheng Chu, Huiming Fan, Jingchang Chen, Qianyu Wang, Ming-Hsuan Yang, Jiafeng Liang, Zhongjie Wang, Hao Li, Guo Tang, Ming Liu, Bing Qin
2025 J jnl
Success is in the Details: Evaluate and Enhance Details Sensitivity of Code LLMs through Counterfactuals.
CoRR
Xianzhen Luo, Qingfu Zhu, Zhiming Zhang, Mingzheng Xu, Tianhao Cheng, Yixuan Wang, Zheng Chu, Shijie Xuyang, Zhiyuan Ma, Yuantao Fan, Wanxiang Che
2025 B conf
Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation.
COLING
Zheng Chu, Jingchang Chen, Zhongjie Wang, Guo Tang, Qianglong Chen, Ming Liu, Bing Qin
2025 J jnl
Transformer-based latency prediction for stream processing task.
J. King Saud Univ. Comput. Inf. Sci.
Zheng Chu, Baozhu Li, Changtian Ying
2024 — conf
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation.
ACL (1)
Kun Zhu, Xiaocheng Feng, Xiyuan Du, Yuxuan Gu, Weijiang Yu, Haotian Wang, Qianglong Chen, Zheng Chu, Jingchang Chen, Bing Qin
2024 J jnl
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation.
CoRR
Kun Zhu, Xiaocheng Feng, Xiyuan Du, Yuxuan Gu, Weijiang Yu, Haotian Wang, Qianglong Chen, Zheng Chu, Jingchang Chen, Bing Qin
2024 — conf
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering.
ACL (1)
Zheng Chu, Jingchang Chen, Qianglong Chen, Haotian Wang, Kun Zhu, Xiyuan Du, Weijiang Yu, Ming Liu, Bing Qin
2024 J jnl
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering.
CoRR
Zheng Chu, Jingchang Chen, Qianglong Chen, Haotian Wang, Kun Zhu, Xiyuan Du, Weijiang Yu, Ming Liu, Bing Qin
2024 J jnl
Decomposition strategy and attention-based long short-term memory network for multi-step ultra-short-term agricultural power load forecasting.
Expert Syst. Appl.
Feifei Yang, Xueqian Fu, Qiang Yang, Zheng Chu
2024 A* conf
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation.
NeurIPS
Jingchang Chen, Hongxuan Tang, Zheng Chu, Qianglong Chen, Zekun Wang, Ming Liu, Bing Qin
2024 J jnl
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation.
CoRR
Jingchang Chen, Hongxuan Tang, Zheng Chu, Qianglong Chen, Zekun Wang, Ming Liu, Bing Qin
2024 A* conf
GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension.
IJCAI
Jiafeng Liang, Shixin Jiang, Zekun Wang, Haojie Pan, Zerui Chen, Zheng Chu, Ming Liu, Ruiji Fu, Zhongyuan Wang, Bing Qin
2024 J jnl
GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension.
CoRR
Jiafeng Liang, Shixin Jiang, Zekun Wang, Haojie Pan, Zerui Chen, Zheng Chu, Ming Liu, Ruiji Fu, Zhongyuan Wang, Bing Qin
2024 — conf
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future.
ACL (1)
Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Tao He, Haotian Wang, Weihua Peng, Ming Liu, Bing Qin, Ting Liu
2024 — conf
Reconstruction of online and offline integrated teaching modes in colleges and universities based on artificial intelligence.
ICAIE
Zhuang Li, Zheng Chu, Wenxuan Sun
2024 — conf
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models.
ACL (1)
Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Haotian Wang, Ming Liu, Bing Qin
2024 — conf
Towards Benchmarking Situational Awareness of Large Language Models: Comprehensive Benchmark, Evaluation and Analysis.
EMNLP (Findings)
Guo Tang, Zheng Chu, Wenxiang Zheng, Ming Liu, Bing Qin
2023 J jnl
A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future.
CoRR
Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Tao He, Haotian Wang, Weihua Peng, Ming Liu, Bing Qin, Ting Liu
2023 J jnl
Apollo's Oracle: Retrieval-Augmented Reasoning in Multi-Agent Debates.
CoRR
Haotian Wang, Xiyuan Du, Weijiang Yu, Qianglong Chen, Kun Zhu, Zheng Chu, Lian Yan, Yi Guan
2023 J jnl
Exploring & Exploiting High-Order Graph Structure for Sparse Knowledge Graph Completion.
CoRR
Tao He, Ming Liu, Yixin Cao, Zekun Wang, Zihao Zheng, Zheng Chu, Bing Qin
2023 — conf
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document.
EMNLP (Findings)
Zheng Chu, Zekun Wang, Jiafeng Liang, Ming Liu, Bing Qin
2023 J jnl
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document.
CoRR
Zheng Chu, Zekun Wang, Jiafeng Liang, Ming Liu, Bing Qin
2023 J jnl
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models.
CoRR
Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Haotian Wang, Ming Liu, Bing Qin
2022 — conf
HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection.
SemEval@NAACL
Zheng Chu, Ziqing Yang, Yiming Cui, Zhigang Chen, Ming Liu
2022 J jnl
HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection.
CoRR
Zheng Chu, Ziqing Yang, Yiming Cui, Zhigang Chen, Ming Liu