Hangfeng He
- Rethinking with Retrieval: Faithful Large Language Model Inference
2022/12/31 by Hangfeng He, Hongming Zhang, He, Hangfeng +3 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- An Empirical Analysis on Large Language Models in Debate Evaluation
2024/05/28 by Xinyi Liu, Pinxin Liu, Liu, Xinyi +3 · 7 citations
Social Sciences · #Computational and Text Analysis Methods
- Toward Better Generalization Bounds with Locally Elastic Stability
2020/10/27 by Zhun Deng, Hangfeng He, Deng, Zhun +3 · 4 citations
Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- MMCOMPOSITION: Revisiting the Compositionality of Pre-trained Vision-Language Models
2024/10/13 by Hang Hua, Yunlong Tang, Hua, Hang +13 · 7 citations
Arts and Humanities · #Media, Religion, Digital Communication
- A Law of Data Separation in Deep Learning
2022/10/31 by Hangfeng He, He, Hangfeng, Weijie Su +1 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Label-Aware Neural Tangent Kernel: Toward Better Generalization and Local Elasticity
2020/10/22 by Shuxiao Chen, Hangfeng He, Chen, Shuxiao +3 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
- Weighted Training for Cross-Task Learning
2021/05/28 by Shuxiao Chen, Koby Crammer, Chen, Shuxiao +7 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Robust Learning Rate Selection for Stochastic Optimization via Splitting Diagnostic
2019/10/18 by Matteo Sordello, Sordello, Matteo, Hangfeng He +4 · 2 citations
Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Sparse and Compressive Sensing Techniques
- A Law of Next-Token Prediction in Large Language Models
2024/08/24 by Hangfeng He, He, Hangfeng, Weijie Su +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
- Replicating Human Motivated Reasoning Studies with LLMs
2026/01/22 by Neeley Pate, Adiba Mahbub Proma, Hangfeng He +4 · 2 voices · 2 citations
#cs.HC #cs.AI