He, Yifei
- Scaling Laws for Multilingual Language Models
2024/10/15 by Yifei He, He, Yifei, Alon Benhaim +15 · 7 citations
Computer Science · #Natural Language Processing Techniques
- Robust Multi-Task Learning with Excess Risks
2024/02/03 by He, Yifei, Zhou, Shiji, Zhang, Guojun +5 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Gradual Domain Adaptation: Theory and Algorithms
2023/10/20 by He, Yifei, Wang, Haoxiang, Li, Bo +1 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Survey on Memory-Augmented Neural Networks: Cognitive Insights to AI Applications
2023/12/11 by Khosla, Savya, Zhu, Zhen, He, Yifei · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic
2024/08/24 by He, Yifei, Hu, Yuzheng, Lin, Yong +2 · 5 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks
2024/10/23 by Poppi, Samuele, Yong, Zheng-Xin, He, Yifei +4 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Apple Intelligence Foundation Language Models: Tech Report 2025
2025/07/17 by Ethan Li, Li, Ethan, Anders Larsen +487 · 14 citations
Computer Science · #Advanced Malware Detection Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Exploring the Berezinskii-Kosterlitz-Thouless Transition in a Two-dimensional Dipolar Bose Gas
2024/03/27 by Yifei He, Ziting Chen, He, Yifei +9 · 4 citations
Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Other Condensed Matter (cond-mat.other) #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Quantum, superfluid, helium dynamics #Strong Light-Matter Interactions
- Semi-Supervised Reward Modeling via Iterative Self-Training
2024/09/10 by Yihua He, He, Yifei, Haoxiang Wang +7 · 2 citations
Computer Science · #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
- The Gauge Theory Bootstrap: Predicting pion dynamics from QCD
2025/05/25 by He, Yifei, Kruczenski, Martin · 4 citations
#FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Nuclear Theory (nucl-th)
- Greedy Modality Selection via Approximate Submodular Maximization
2022/10/22 by Cheng, Runxiang, Balasubramaniam, Gargi, He, Yifei +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Efficiently Editing Mixture-of-Experts Models with Compressed Experts
2025/03/01 by Yifei He, Yang Liu, He, Yifei +5 · 2 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #Mobile Crowdsensing and Crowdsourcing
- MergeBench: A Benchmark for Merging Domain-Specialized LLMs
2025/05/16 by Yifei He, He, Yifei, Yuzheng Hu +8 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- WebSTAR: Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering
2025/11/22 by He, Yifei, Chawla, Pranit, Souri, Yaser +2 · 1 citation
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Social Robot Interaction and HRI