Zhuomin Chen - RankMe

21 papers A* 6A 1Journal 14

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning. AAAI Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi, Xu Zheng, Esteban Schafir, Farhad Shirani, Dongsheng Luo
2026	J	`jnl`	Time Series Reasoning via Process-Verifiable Thinking Data Synthesis and Scheduling for Tailored LLM Reasoning. CoRR Jiahui Zhou, Dan Li, Boxin Li, Xiao Zhang, Erli Meng, Lin Li, Zhuomin Chen, Jian Lou, See-Kiong Ng
2025	J	`jnl`	Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision. CoRR Jiahui Zhou, Dan Li, Lin Li, Zhuomin Chen, Shunyu Wu, Haozheng Ye, Jian Lou, Costas J. Spanos
2025	A*	`conf`	F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI. ICLR Xu Zheng, Farhad Shirani, Zhuomin Chen, Chaohao Lin, Wei Cheng, Wenbo Guo, Dongsheng Luo
2025	J	`jnl`	From Binary to Continuous: Stochastic Re-Weighting for Robust Graph Explanation. CoRR Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi, Xu Zheng, Dongsheng Luo
2025	A	`conf`	Integrating Time Series into LLMs via Multi-layer Steerable Embedding Fusion for Enhanced Forecasting. CIKM Zhuomin Chen, Dan Li, Jiahui Zhou, Shunyu Wu, Haozheng Ye, Jian Lou, See-Kiong Ng
2025	J	`jnl`	Integrating Time Series into LLMs via Multi-layer Steerable Embedding Fusion for Enhanced Forecasting. CoRR Zhuomin Chen, Dan Li, Jiahui Zhou, Shunyu Wu, Haozheng Ye, Jian Lou, See-Kiong Ng
2025	J	`jnl`	LM CoRR Xu Zheng, Zhuomin Chen, Esteban Schafir, Sipeng Chen, Hojat Allah Salehi, Haifeng Chen, Farhad Shirani, Wei Cheng, Dongsheng Luo
2025	J	`jnl`	SF CoRR Xu Zheng, Chaohao Lin, Sipeng Chen, Zhuomin Chen, Jimeng Shi, Wei Cheng, Jayantha Obeysekera, Jason Liu, Dongsheng Luo
2025	J	`jnl`	TSRating: Rating Quality of Diverse Time Series Data by Meta-learning from LLM Judgment. CoRR Shunyu Wu, Dan Li, Haozheng Ye, Zhuomin Chen, Jiahui Zhou, Jian Lou, Zibin Zheng, See-Kiong Ng
2024	J	`jnl`	Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning. CoRR Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi, Xu Zheng, Esteban Schafir, Farhad Shirani, Dongsheng Luo
2024	J	`jnl`	F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI. CoRR Xu Zheng, Farhad Shirani, Zhuomin Chen, Chaohao Lin, Wei Cheng, Wenbo Guo, Dongsheng Luo
2024	A*	`conf`	Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks. ICML Zhuomin Chen, Jiaxing Zhang, Jingchao Ni, Xiaoting Li, Yuchen Bian, Md Mezbahul Islam, Ananda Mondal, Hua Wei, Dongsheng Luo
2024	J	`jnl`	Interpreting Graph Neural Networks with In-Distributed Proxies. CoRR Zhuomin Chen, Jiaxing Zhang, Jingchao Ni, Xiaoting Li, Yuchen Bian, Md Mezbahul Islam, Ananda Mohan Mondal, Hua Wei, Dongsheng Luo
2024	A*	`conf`	RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks. NeurIPS Jiaxing Zhang, Zhuomin Chen, Hao Mei, Longchao Da, Dongsheng Luo, Hua Wei
2024	A*	`conf`	TimeX++: Learning Time-Series Explanations with Information Bottleneck. ICML Zichuan Liu, Tianchun Wang, Jimeng Shi, Xu Zheng, Zhuomin Chen, Lei Song, Wenqian Dong, Jayantha Obeysekera, Farhad Shirani, Dongsheng Luo
2024	J	`jnl`	TimeX++: Learning Time-Series Explanations with Information Bottleneck. CoRR Zichuan Liu, Tianchun Wang, Jimeng Shi, Xu Zheng, Zhuomin Chen, Lei Song, Wenqian Dong, Jayantha Obeysekera, Farhad Shirani, Dongsheng Luo
2024	A*	`conf`	Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks. ICLR Xu Zheng, Farhad Shirani, Tianchun Wang, Wei Cheng, Zhuomin Chen, Haifeng Chen, Hua Wei, Dongsheng Luo
2023	J	`jnl`	RegExplainer: Generating Explanations for Graph Neural Networks in Regression Task. CoRR Jiaxing Zhang, Zhuomin Chen, Hao Mei, Dongsheng Luo, Hua Wei
2023	J	`jnl`	TSNN: A Topic and Structure Aware Neural Network for Rumor Detection. Neurocomputing Zhuomin Chen, Li Wang, Xiaofei Zhu, Stefan Dietze
2023	J	`jnl`	Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks. CoRR Xu Zheng, Farhad Shirani, Tianchun Wang, Wei Cheng, Zhuomin Chen, Haifeng Chen, Hua Wei, Dongsheng Luo