Ben Gao

According to our database, Ben Gao authored at least 26 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

NMRTrans: Structure Elucidation from Experimental NMR Spectra via Set Transformers.

Liujia Yang, Zhuo Yang, Jiaqing Xie, Yubin Wang, Ben Gao, Tianfan Fu, Xingjian Wei, Jiaxing Sun, Jiang Wu, Conghui He, Yuqiang Li, Qinying Gu

CoRR, February, 2026

Nondegenerate and degenerate soliton solutions and their dynamics in two-component complex coupled integrable dispersionless equations.

Bitong Zhang, Ben Gao

Math. Comput. Simul., 2026

Deep Research Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks.

Haiyuan Wan, Chen Yang, Junchi Yu, Meiqi Tu, Jiaxuan Lu, Di Yu, Jianbao Cao, Ben Gao, Jiaqing Xie, Aoran Wang, Wenlong Zhang, Philip Torr, Dongzhan Zhou

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MolAct: An Agentic RL Framework for Molecular Editing and Property Optimization.

Zhuo Yang, Yeyun Chen, Jiaqing Xie, Ben Gao, Shuaike Shen, Wanhao Liu, Liujia Yang, Beilun Wang, Tianfan Fu, Yuqiang Li

CoRR, December, 2025

Conformal Online Learning of Deep Koopman Linear Embeddings.

Ben Gao, Jordan Patracone, Stéphane Chrétien, Olivier Alata

CoRR, November, 2025

Chem-R: Learning to Reason as a Chemist.

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

CoRR, October, 2025

MolSpectLLM: A Molecular Foundation Model Bridging Spectroscopy, Molecule Elucidation, and 3D Structure Generation.

Shuaike Shen, Jiaqing Xie, Zhuo Yang, Antong Zhang, Shuzhou Sun, Ben Gao, Tianfan Fu, Biqing Qi, Yuqiang Li

CoRR, September, 2025

ChemBOMAS: Accelerated BO in Chemistry with LLM-Enhanced Multi-Agent System.

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

CoRR, September, 2025

DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks.

Haiyuan Wan, Chen Yang, Junchi Yu, Meiqi Tu, Jiaxuan Lu, Di Yu, Jianbao Cao, Ben Gao, Jiaqing Xie, Aoran Wang, Wenlong Zhang, Philip Torr, Dongzhan Zhou

CoRR, September, 2025

SpectrumWorld: Artificial Intelligence Foundation for Spectroscopy.

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

CoRR, August, 2025

MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search.

Zonglin Yang, Wanhao Liu, Ben Gao, Yujie Liu, Wei Li, Tong Xie, Lidong Bing, Wanli Ouyang, Erik Cambria, Dongzhan Zhou

CoRR, May, 2025

ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition.

Yujie Liu, Zonglin Yang, Tong Xie, Jinjie Ni, Ben Gao, Yuqiang Li, Shixiang Tang, Wanli Ouyang, Erik Cambria, Dongzhan Zhou

CoRR, March, 2025

Bilinear Bäcklund transformation and soliton solutions to a (3+1)-dimensional coupled nonlinear Schrödinger equation with variable coefficients in optical fibers.

Yating Hao, Ben Gao

Math. Comput. Simul., 2025

QCBench: Evaluating Large Language Models on Domain-Specific Quantitative Chemistry.

Jiaqing Xie, Weida Wang, Ben Gao, Zhuo Yang, Haiyuan Wang, Shufei Zhang, Tianfan Fu, Yuqiang Li

J. Chem. Inf. Model., 2025

MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses.

Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Using Signatures and Koopman Operator to Learn Non-linear Dynamics.

Stéphane Chrétien, Ben Gao, Jordan Patracone, Olivier Alata

Proceedings of the Geometric Science of Information - 7th International Conference, 2025

2024

Time topological analysis of EEG using signature theory.

Stéphane Chrétien, Ben Gao, Astrid Thébault Guiochon, Rémi Vaucher

CoRR, 2024

2023

Simulation and Experimental Research of Thermal Power Plant Pipeline Displacement via Deep Learning Algorithms.

Minglu Dai, Yanchen Jian, Qi Liu, Ben Gao, Xuhao Zhao, Jianyong Zhang, Bin Zhou

IEEE Trans. Instrum. Meas., 2023

Leveraging the Power of Signatures for the Construction of Topological Complexes for the Analysis of Multivariate Complex Dynamics.

Stéphane Chrétien, Ben Gao, Astrid Thébault Guiochon, Rémi Vaucher

Proceedings of the Complex Networks & Their Applications XII, 2023

2020

Exact Solutions and Conservation Laws of the (3 + 1)-Dimensional B-Type Kadomstev-Petviashvili (BKP)-Boussinesq Equation.

Ben Gao, Yao Zhang

Symmetry, 2020

Dynamical User Intention Prediction via Multi-modal Learning.

Xuanwu Liu, Zhao Li, Yuanhui Mao, Lixiang Lai, Ben Gao, Yao Deng, Guoxian Yu

Proceedings of the Database Systems for Advanced Applications, 2020

2017

User Personalized Satisfaction Prediction via Multiple Instance Deep Learning.

Zheqian Chen, Ben Gao, Huimin Zhang, Zhou Zhao, Haifeng Liu, Deng Cai

Proceedings of the 26th International Conference on World Wide Web, 2017

Link Prediction via Ranking Metric Dual-Level Attention Network Learning.

Zhou Zhao, Ben Gao, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

User Personalized Satisfaction Prediction via Multiple Instance Deep Learning.

Zheqian Chen, Ben Gao, Huimin Zhang, Zhou Zhao, Deng Cai

CoRR, 2016

2014

Type-II hidden symmetry and nonlinear self-adjointness of Boiti-Leon-Pempinelli equation.

Ben Gao, Zhiyong Zhang, Yufu Chen

Commun. Nonlinear Sci. Numer. Simul., 2014

2012

Finding the topology of implicitly defined two algebraic plane curves.

Ben Gao, Yufu Chen

J. Syst. Sci. Complex., 2012