Jianfeng Gao

Microsoft (United States) — United States

Computer Science · Physical Sciences

90h-index38.5kcitations544works38.02yr avg
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Research Topics

Topic Modeling(431), Natural Language Processing Techniques(338), Speech and dialogue systems(138), Multimodal Machine Learning Applications(115), Speech Recognition and Synthesis(39)

Publications544 total

Adapting Web Agents with Synthetic Supervision
arXiv (Cornell University)·2025Open Access
Dyna-Mind: Learning to Simulate from Experience for Better AI Agents
arXiv (Cornell University)·2025Open Access
SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants?
arXiv (Cornell University)·2025Open Access
An Interactive Agent Foundation Model
2025· 5 cited
Magma: A Foundation Model for Multimodal AI Agents
2025· 10 cited
Dyna-Think: Synergizing Reasoning, Acting, and World Model Simulation in AI Agents
arXiv (Cornell University)·2025Open Access
EfficientLLM: Efficiency in Large Language Models
arXiv (Cornell University)·2025Open Access
Study on Photodeformation of Solvent Resistance in Hydrogen-Bonded Cross-Linked Main-Chain Azobenzene Films
Molecules·2025Open Access
Study on Photodeformation of Solvent Resistance in Hydrogen-Bonded Cross-Linked Main-Chain Azobenzene Films
Preprints.org·2025Open Access
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
ArXiv.org·2025· 1 citedOpen Access
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
2025· 5 citedOpen Access
The Efficacy of Dual-layer Stent Compared to Single-layer Stent in Carotid Revascularization: A Systematic Review and Meta-analysis
Annals of Vascular Surgery·2025
Magma: A Foundation Model for Multimodal AI Agents
arXiv (Cornell University)·2025Open Access
On Memory Construction and Retrieval for Personalized Conversational Agents
arXiv (Cornell University)·2025Open Access
UniAMP: enhancing AMP prediction using deep neural networks with inferred information of peptides
BMC Bioinformatics·2025· 5 citedOpen Access
Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts
2025· 4 citedOpen Access
SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants?
2025Open Access
Testing the Viability of Options Volatility Arbitrage Strategy in Real Market
Advances in Economics Management and Political Sciences·2024Open Access
A Multimodal Biomedical Foundation Model Trained from Fifteen Million Image–Text Pairs
NEJM AI·2024· 131 cited
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Michel Galley(13), Li Deng(12), Xiaodong Liu(9), Xiaodong He(8), Chris Brockett(8), Bill Dolan(8), Pengcheng He(7), Weizhu Chen(7), Jiwei Li(5), Xiaodong Liu(4), Yelong Shen(4), Aslı Çelikyılmaz(4), Xiujun Li(4), Wen-tau Yih(3), Shervin Minaee(3), Narjes Nikzad-Khasmakhi(3), Meysam Chenaghlu(3), Yizhe Zhang(3), Ming Zhou(3), Yun-Nung Chen(3)