Missing Data Imputation for Operation Data of Transformer Based on Functional Principal Component Analysis and Wavelet Transform. - Jiafeng Qin; Yi Yang; Zijing Hong; Hongyi Du (ICIC (3), 2019)

Outlier Detection for Transformer's Oil Chromatographic Data Based on Metric Learning and the Weighted Local Outlier Factor. - Jiafeng Qin; Yi Yang; Chao Gu; Zijing Hong; Hongyi Du (ICSAI, 2019)

Research on Emergency Rescue Route Optimization Based on Adaptive Genetic Algorithm. - Jiacheng Li; Hongyi Du; Masato Noto; Lei Li 045 (ICITE, 2023)

Deep branch attention network and extreme multi-scale entropy based single vibration signal-driven variable speed fault diagnosis scheme for rolling bearing. - Dongfang Zhao 011; Shulin Liu; Hongyi Du; Lu Wang; Zhonghua Miao (Adv. Eng. Informatics, 2023)

EscapeBench: Pushing Language Models to Think Outside the Box. - Cheng Qian 008; Peixuan Han; Qinyu Luo; Bingxiang He; Xiusi Chen; Yuji Zhang 002; Hongyi Du; Jiarui Yao; Xiaocheng Yang; Denghui Zhang; Yunzhu Li; Heng Ji 001 (CoRR, 2024)

EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents. - Cheng Qian 008; Peixuan Han; Qinyu Luo; Bingxiang He; Xiusi Chen; Yuji Zhang 002; Hongyi Du; Jiarui Yao; Xiaocheng Yang; Denghui Zhang; Yunzhu Li; Heng Ji 001 (ACL (1), 2025)

MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents. - Kunlun Zhu; Hongyi Du; Zhaochen Hong; Xiaocheng Yang; Shuyi Guo; Zhe Wang; Zhenhailong Wang; Cheng Qian 008; Robert Tang; Heng Ji 001; Jiaxuan You (ACL (1), 2025)

Graph out-of-distribution generalization through contrastive learning paradigm. - Hongyi Du; Xuewei Li; Minglai Shao 001 (Knowl. Based Syst., 2025)

MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents. - Kunlun Zhu; Hongyi Du; Zhaochen Hong; Xiaocheng Yang; Shuyi Guo; Zhe Wang; Zhenhailong Wang; Cheng Qian 008; Xiangru Tang; Heng Ji 001; Jiaxuan You (CoRR, 2025)

ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges. - Cheng Qian 008; Hongyi Du; Hongru Wang 011; Xiusi Chen; Yuji Zhang 002; Avirup Sil; Chengxiang Zhai; Kathleen McKeown; Heng Ji 001 (CoRR, 2025)