Shufei Zhang - RankMe

54 papers A* 6Journal 41Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Equivariant Evidential Deep Learning for Interatomic Potentials. CoRR Zhongyao Wang, Taoyong Cui, Jiawen Zou, Shufei Zhang, Bo Yan, Wanli Ouyang, Weimin Tan, Mao Su
2025	J	`jnl`	AOT*: Efficient Synthesis Planning via LLM-Empowered AND-OR Tree Search. CoRR Xiaozhuang Song, Xuanhao Pan, Xinjian Zhao, Hangting Ye, Shufei Zhang, Jian Tang, Tianshu Yu
2025	J	`jnl`	An Agentic Framework for Autonomous Materials Computation. CoRR Zeyu Xia, Jinzhe Ma, Congjie Zheng, Shufei Zhang, Yuqiang Li, Hang Su, P. Hu, Changshui Zhang, Xingao Gong, Wanli Ouyang, Lei Bai, Dongzhan Zhou, Mao Su
2025	—	`conf`	Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models. EMNLP (Findings) Haonan He, Yuchen Ren, Yining Tang, Ziyang Xu, Junxian Li, Minghao Yang, Di Zhang, Dong Yuan, Tao Chen, Shufei Zhang, Yuqiang Li, Nanqing Dong, Wanli Ouyang, Dongzhan Zhou, Peng Ye
2025	J	`jnl`	CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics. CoRR Weida Wang, Dongchen Huang, Jiatong Li, Tengchao Yang, Ziyang Zheng, Di Zhang, Dong Han, Benteng Chen, Binzhao Luo, Zhiyu Liu, Kunling Liu, Zhiyuan Gao, Shiqi Geng, Wei Ma, Jiaming Su, Xin Li, Shuchen Pu, Yuhan Shui, Qianjia Cheng, Zhihao Dou, Dongfei Cui, Changyong He, Jin Zeng, Zeke Xie, Mao Su, Dongzhan Zhou, Yuqiang Li, Wanli Ouyang, Yunqi Cai, Xi Dai, Shufei Zhang, Lei Bai, Jinguang Cheng, Zhong Fang, Hongming Weng
2025	J	`jnl`	Chem-R: Learning to Reason as a Chemist. CoRR Weida Wang, Benteng Chen, Di Zhang, Wanhao Liu, Shuchen Pu, Ben Gao, Jin Zeng, Xiaoyong Wei, Tianshu Yu, Shuzhou Sun, Tianfan Fu, Wanli Ouyang, Lei Bai, Jiatong Li, Zifu Wang, Yuqiang Li, Shufei Zhang
2025	J	`jnl`	ChemBOMAS: Accelerated BO in Chemistry with LLM-Enhanced Multi-Agent System. CoRR Dong Han, Zhehong Ai, Pengxiang Cai, Shuzhou Sun, Shanya Lu, Jianpeng Chen, Ben Gao, Lingli Ge, Weida Wang, Xiangxin Zhou, Xihui Liu, Mao Su, Wanli Ouyang, Lei Bai, Dongzhan Zhou, Tao Xu, Yuqiang Li, Shufei Zhang
2025	A*	`conf`	ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area. AAAI Junxian Li, Di Zhang, Xunzhi Wang, Zeying Hao, Jingdi Lei, Qian Tan, Cai Zhou, Wei Liu, Yaotian Yang, Xinrui Xiong, Weiyun Wang, Zhe Chen, Wenhai Wang, Wei Li, Mao Su, Shufei Zhang, Wanli Ouyang, Yuqiang Li, Dongzhan Zhou
2025	J	`jnl`	Control-R: Towards controllable test-time scaling. CoRR Di Zhang, Weida Wang, Junxian Li, Xunzhi Wang, Jiatong Li, Jianbo Wu, Jingdi Lei, Haonan He, Peng Ye, Shufei Zhang, Wanli Ouyang, Yuqiang Li, Dongzhan Zhou
2025	J	`jnl`	DSADF: Thinking Fast and Slow for Decision Making. CoRR Alex Zhihao Dou, Dongfei Cui, Jun Yan, Weida Wang, Benteng Chen, Haoming Wang, Zeke Xie, Shufei Zhang
2025	J	`jnl`	Iterative Pretraining Framework for Interatomic Potentials. CoRR Taoyong Cui, Zhongyao Wang, Dongzhan Zhou, Yuqiang Li, Lei Bai, Wanli Ouyang, Mao Su, Shufei Zhang
2025	—	`conf`	LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search. NAACL (Long Papers) Di Zhang, Jianbo Wu, Jingdi Lei, Tong Che, Jiatong Li, Tong Xie, Xiaoshui Huang, Shufei Zhang, Marco Pavone, Yuqiang Li, Wanli Ouyang, Dongzhan Zhou
2025	J	`jnl`	Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery. CoRR Jiatong Li, Weida Wang, Qinggang Zhang, Junxian Li, Di Zhang, Changmeng Zheng, Shufei Zhang, Xiaoyong Wei, Qing Li
2025	J	`jnl`	Multiphysics Bench: Benchmarking and Investigating Scientific Machine Learning for Multiphysics PDEs. CoRR Changfan Yang, Lichen Bai, Yinpeng Wang, Shufei Zhang, Zeke Xie
2025	J	`jnl`	Nature-Inspired Population-Based Evolution of Large Language Models. CoRR Yiqun Zhang, Peng Ye, Xiaocui Yang, Shi Feng, Shufei Zhang, Lei Bai, Wanli Ouyang, Shuyue Hu
2025	J	`jnl`	NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification. CoRR Bo Zhang, Shiyang Feng, Xiangchao Yan, Jiakang Yuan, Zhiyin Yu, Xiaohan He, Songtao Huang, Shaowei Hou, Zheng Nie, Zhilong Wang, Jinyao Liu, Runmin Ma, Tianshuo Peng, Peng Ye, Dongzhan Zhou, Shufei Zhang, Xiaosong Wang, Yilan Zhang, Meng Li, Zhongying Tu, Xiangyu Yue, Wangli Ouyang, Bowen Zhou, Lei Bai
2025	J	`jnl`	OmniCaptioner: One Captioner to Rule Them All. CoRR Yiting Lu, Jiakang Yuan, Zhen Li, Shitian Zhao, Qi Qin, Xinyue Li, Le Zhuo, Licheng Wen, Dongyang Liu, Yuewen Cao, Xiangchao Yan, Xin Li, Tianshuo Peng, Shufei Zhang, Botian Shi, Tao Chen, Zhibo Chen, Lei Bai, Bo Zhang, Peng Gao
2025	J	`jnl`	Plan Then Action:High-Level Planning Guidance Reinforcement Learning for LLM Reasoning. CoRR Zhihao Dou, Qinjian Zhao, Zhongwei Wan, Dinggen Zhang, Weida Wang, Towsif Raiyan, Benteng Chen, Qingtao Pan, Yang Ouyang, Zhiqiang Gao, Shufei Zhang, Sumon Biswas
2025	J	`jnl`	QCBench: Evaluating Large Language Models on Domain-Specific Quantitative Chemistry. CoRR Jiaqing Xie, Weida Wang, Ben Gao, Zhuo Yang, Haiyuan Wang, Shufei Zhang, Tianfan Fu, Yuqiang Li
2025	J	`jnl`	QCBench: Evaluating Large Language Models on Domain-Specific Quantitative Chemistry. J. Chem. Inf. Model. Jiaqing Xie, Weida Wang, Ben Gao, Zhuo Yang, Haiyuan Wang, Shufei Zhang, Tianfan Fu, Yuqiang Li
2025	—	`conf`	ReKG-MCTS: Reinforcing LLM Reasoning on Knowledge Graphs via Training-Free Monte Carlo Tree Search. ACL (Findings) Xiaozhuang Song, Shufei Zhang, Tianshu Yu
2025	J	`jnl`	SpectrumWorld: Artificial Intelligence Foundation for Spectroscopy. CoRR Zhuo Yang, Jiaqing Xie, Shuaike Shen, Daolang Wang, Yeyun Chen, Ben Gao, Shuzhou Sun, Biqing Qi, Dongzhan Zhou, Lei Bai, Linjiang Chen, Shufei Zhang, Jun Jiang, Tianfan Fu, Yuqiang Li
2024	J	`jnl`	Biology Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models. CoRR Haonan He, Yuchen Ren, Yining Tang, Ziyang Xu, Junxian Li, Minghao Yang, Di Zhang, Dong Yuan, Tao Chen, Shufei Zhang, Yuqiang Li, Nanqing Dong, Wanli Ouyang, Dongzhan Zhou, Peng Ye
2024	J	`jnl`	ChemLLM: A Chemical Large Language Model. CoRR Di Zhang, Wei Liu, Qian Tan, Jingdan Chen, Hang Yan, Yuliang Yan, Jiatong Li, Weiran Huang, Xiangyu Yue, Dongzhan Zhou, Shufei Zhang, Mao Su, Hansen Zhong, Yuqiang Li, Wanli Ouyang
2024	J	`jnl`	ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area. CoRR Junxian Li, Di Zhang, Xunzhi Wang, Zeying Hao, Jingdi Lei, Qian Tan, Cai Zhou, Wei Liu, Yaotian Yang, Xinrui Xiong, Weiyun Wang, Zhe Chen, Wenhai Wang, Wei Li, Shufei Zhang, Mao Su, Wanli Ouyang, Yuqiang Li, Dongzhan Zhou
2024	J	`jnl`	Dataset Distillers Are Good Label Denoisers In the Wild. CoRR Lechao Cheng, Kaifeng Chen, Jiyang Li, Shengeng Tang, Shufei Zhang, Meng Wang
2024	J	`jnl`	Geometry-enhanced pretraining on interatomic potentials. Nat. Mac. Intell. Taoyong Cui, Chenyu Tang, Mao Su, Shufei Zhang, Yuqiang Li, Lei Bai, Yuhan Dong, Xingao Gong, Wanli Ouyang
2024	J	`jnl`	Improving Robust Generalization with Diverging Spanned Latent Space. Trans. Mach. Learn. Res. Owen Dou, Zhiqiang Gao, Hangchi Shen, Ziling Yuan, Shufei Zhang, Kaizhu Huang
2024	J	`jnl`	Inter-feature Relationship Certifies Robust Generalization of Adversarial Training. Int. J. Comput. Vis. Shufei Zhang, Zhuang Qian, Kaizhu Huang, Qiu-Feng Wang, Bin Gu, Huan Xiong, Xinping Yi
2024	J	`jnl`	LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning. CoRR Di Zhang, Jianbo Wu, Jingdi Lei, Tong Che, Jiatong Li, Tong Xie, Xiaoshui Huang, Shufei Zhang, Marco Pavone, Yuqiang Li, Wanli Ouyang, Dongzhan Zhou
2024	J	`jnl`	Perturbation diversity certificates robust generalization. Neural Networks Zhuang Qian, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Xinping Yi, Bin Gu, Huan Xiong
2024	J	`jnl`	Physical formula enhanced multi-task learning for pharmacokinetics prediction. CoRR Ruifeng Li, Dongzhan Zhou, Ancheng Shen, Ao Zhang, Mao Su, Mingqian Li, Hongyang Chen, Gang Chen, Yin Zhang, Shufei Zhang, Yuqiang Li, Wanli Ouyang
2024	J	`jnl`	SiMilarity-Enhanced Homophily for Multi-View Heterophilous Graph Clustering. CoRR Jianpeng Chen, Yawen Ling, Yazhou Ren, Zichen Wen, Tianyi Wu, Shufei Zhang, Lifang He
2023	J	`jnl`	Aggregated pyramid gating network for human pose estimation without pre-training. Pattern Recognit. Chenru Jiang, Kaizhu Huang, Shufei Zhang, Xinheng Wang, Jimin Xiao, Yannis Goulermas
2023	J	`jnl`	Robust generative adversarial network. Mach. Learn. Shufei Zhang, Zhuang Qian, Kaizhu Huang, Rui Zhang, Jimin Xiao, Yuan He, Canyi Lu
2023	J	`jnl`	Towards Simple and Accurate Human Pose Estimation With Stair Network. IEEE Trans. Emerg. Top. Comput. Intell. Chenru Jiang, Kaizhu Huang, Shufei Zhang, Xinheng Wang, Jimin Xiao, Zhenxing Niu, Amir Hussain
2022	A*	`conf`	Certifying Better Robust Generalization for Unsupervised Domain Adaptation. ACM Multimedia Zhiqiang Gao, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Rui Zhang, Chaoliang Zhong
2022	J	`jnl`	Re-thinking model robustness from stability: a new insight to defend adversarial examples. Mach. Learn. Shufei Zhang, Kaizhu Huang, Zenglin Xu
2022	J	`jnl`	Towards Simple and Accurate Human Pose Estimation with Stair Network. CoRR Chenru Jiang, Kaizhu Huang, Shufei Zhang, Xinheng Wang, Jimin Xiao, Zhenxing Niu, Amir Hussain
2021	A*	`conf`	Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation. ICCV Zhiqiang Gao, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Chaoliang Zhong
2021	J	`jnl`	Improving Model Robustness with Latent Distribution Locally and Globally. CoRR Zhuang Qian, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Rui Zhang, Xinping Yi
2021	J	`jnl`	Improving generative adversarial networks with simple latent distributions. Neural Comput. Appl. Shufei Zhang, Kaizhu Huang, Zhuang Qian, Rui Zhang, Amir Hussain
2021	J	`jnl`	Manifold adversarial training for supervised and semi-supervised learning. Neural Networks Shufei Zhang, Kaizhu Huang, Jianke Zhu, Yang Liu
2021	A*	`conf`	Towards Better Robust Generalization with Shift Consistency Regularization. ICML Shufei Zhang, Zhuang Qian, Kaizhu Huang, Qiufeng Wang, Rui Zhang, Xinping Yi
2020	J	`jnl`	Novel deep neural network based pattern field classification architectures. Neural Networks Kaizhu Huang, Shufei Zhang, Rui Zhang, Amir Hussain
2020	A*	`conf`	Pay Attention Selectively and Comprehensively: Pyramid Gating Network for Human Pose Estimation without Pre-training. ACM Multimedia Chenru Jiang, Kaizhu Huang, Shufei Zhang, Xinheng Wang, Jimin Xiao
2020	J	`jnl`	Robust Generative Adversarial Network. CoRR Shufei Zhang, Zhuang Qian, Kaizhu Huang, Jimin Xiao, Yuan He
2019	A*	`conf`	Generalized Adversarial Training in Riemannian Space. ICDM Shufei Zhang, Kaizhu Huang, Rui Zhang, Amir Hussain
2019	—	`conf`	SimpleGAN Stabilizing Generative Adversarial Networks with Simple Distributions. ICDM Workshops Shufei Zhang, Zhuang Qian, Kaizhu Huang, Rui Zhang, Amir Hussain
2018	J	`jnl`	Learning from Few Samples with Memory Network. Cogn. Comput. Shufei Zhang, Kaizhu Huang, Rui Zhang, Amir Hussain
2018	J	`jnl`	Manifold Adversarial Learning. CoRR Shufei Zhang, Kaizhu Huang, Jianke Zhu, Yang Liu
2017	—	`conf`	Improve Deep Learning with Unsupervised Objective. ICONIP (1) Shufei Zhang, Kaizhu Huang, Rui Zhang, Amir Hussain
2016	—	`conf`	Learning from Few Samples with Memory Network. ICONIP (1) Shufei Zhang, Kaizhu Huang
2014	—	`conf`	A Novel Hybrid Approach for Combining Deep and Traditional Neural Networks. ICONIP (3) Rui Zhang, Shufei Zhang, Kaizhu Huang