Jianyi Yang
- Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models
2023/04/06 by Pengfei Li, Li, Pengfei, Jianyi Yang +5 · 87 voices · 13 citations
#cs.LG #cs.AI
- Improved protein structure prediction using predicted interresidue orientations
2020/01/02 by Jianyi Yang, Ivan Anishchenko, Hahnbeom Park +3 · 27 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #Enzyme Structure and Function #Protein Structure and Dynamics
- RNA-Puzzles Round V: blind predictions of 23 RNA structures
2024/12/02 by Fan Bu, Yagoub Adam, Ryszard W. Adamiak +96 · 2 voices · 15 citations
Biochemistry, Genetics and Molecular Biology · #Genomics and Phylogenetic Studies #RNA and protein synthesis mechanisms #RNA modifications and cancer
- PotentialNet for Molecular Property Prediction
2018/03/12 by Evan N. Feinberg, Debnil Sur, Feinberg, Evan N. +17 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
- Towards Environmentally Equitable AI via Geographical Load Balancing
2023/06/20 by Pengfei Li, Li, Pengfei, Jianyi Yang +5 · 4 citations
Decision Sciences · Engineering · Environmental Science · #demographic modeling and climate adaptation #Smart Cities and Technologies #Sustainability and Climate Change Governance
- Increasing Trustworthiness of Deep Neural Networks via Accuracy Monitoring
2020/07/03 by Zhihui Shao, Shao, Zhihui, Jianyi Yang +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity
2022/07/02 by Jianyi Yang, Shaolei Ren, Yang, Jianyi +1 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM
- Graphene/silicon heterojunction for reconfigurable phase-relevant activation function in coherent optical neural networks
2023/07/13 by Chuyu Zhong, Kun Liao, Zhong, Chuyu +39 · 1 citation
Computer Science · Engineering · #Applied Physics (physics.app-ph) #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Photonic and Optical Devices
- Learning-Augmented Decentralized Online Convex Optimization in Networks
2023/06/16 by Pengfei Li, Jianyi Yang, Li, Pengfei +5 · 1 citation
Computer Science · Engineering · #Advanced Wireless Network Optimization #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Wireless Networks and Protocols
- SEE-MCAM: Scalable Multi-bit FeFET Content Addressable Memories for Energy Efficient Associative Search
2023/10/07 by Shengxi Shou, Shou, Shengxi, Che-Kai Liu +17 · 1 citation
Engineering · Materials Science · #Ferroelectric and Negative Capacitance Devices #Advanced Memory and Neural Computing #Multiferroics and related materials
- Learning-Assisted Algorithm Unrolling for Online Optimization with Budget Constraints
2022/12/03 by Jianyi Yang, Shaolei Ren, Yang, Jianyi +1 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Control (math.OC)
- Online Allocation with Replenishable Budgets: Worst Case and Beyond
2024/01/09 by Jianyi Yang, Yang, Jianyi, Pengfei Li +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Data Stream Mining Techniques #FOS: Computer and information sciences #Performance (cs.PF)