Banghua Zhu

Citirano

	Sve	Od 2019.
Citati	1800	1798
H-indeks	20	20
i10-indeks	27	27

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Suautori

Jiantao JiaoAssistant Professor of EECS and Statistics, University of California, BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyPotvrđena adresa e-pošte na cs.berkeley.edu
Ion StoicaProfessor of Computer Science, UC BerkeleyPotvrđena adresa e-pošte na cs.berkeley.edu
Joseph E. GonzalezProfessor of Computer Science, UC BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Ying ShengxAIPotvrđena adresa e-pošte na x.ai
Cong MaUniversity of ChicagoPotvrđena adresa e-pošte na uchicago.edu
Lianmin ZhengxAIPotvrđena adresa e-pošte na x.ai
Tianle LiUndergraduate Researcher, UC BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Dacheng LiUC Berkeley; NVIDIAPotvrđena adresa e-pošte na berkeley.edu
Stuart RussellProfessor of Computer Science, University of California, BerkeleyPotvrđena adresa e-pošte na cs.berkeley.edu
Tianhao WuUniversity of California, BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Evan FrickUC BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Wei-Lin ChiangUC BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Hanlin ZhuPh.D. student, University of California, BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Paria RashidinejadPostdoctoral Scholar, University of California, BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Kurt KeutzerProfessor of the Graduate School, EECS, University of California, BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Anastasios Nikolas AngelopoulosPh.D. Student, UC BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Jacob SteinhardtStanford UniversityPotvrđena adresa e-pošte na cs.stanford.edu
Shiyi CaoUC BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Lisa DunlapPhD Student, University of California BerkeleyPotvrđena adresa e-pošte na berkeley.edu

Prati

Banghua Zhu

University of California, Berkeley

Potvrđena adresa e-pošte na berkeley.edu - Početna stranica

foundation models human-AI interaction statistics information theory reinforcement learning


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Bridging offline reinforcement learning and imitation learning: A tale of pessimism P Rashidinejad, B Zhu, C Ma, J Jiao, S Russell Advances in Neural Information Processing Systems 34, 11702-11716, 2021	323	2021
Chatbot arena: An open platform for evaluating llms by human preference WL Chiang, L Zheng, Y Sheng, AN Angelopoulos, T Li, D Li, H Zhang, ... arXiv preprint arXiv:2403.04132, 2024	261	2024
Principled reinforcement learning with human feedback from pairwise or k-wise comparisons B Zhu, M Jordan, J Jiao International Conference on Machine Learning, 43037-43067, 2023	159	2023
Jump-start reinforcement learning I Uchendu, T Xiao, Y Lu, B Zhu, M Yan, J Simon, M Bennice, C Fu, C Ma, ... International Conference on Machine Learning, 34556-34583, 2023	117	2023
Joint transceiver optimization for wireless communication PHY using neural network B Zhu, J Wang, L He, J Song IEEE Journal on Selected Areas in Communications 37 (6), 1364-1373, 2019	114	2019
Starling-7B: Improving LLM Helpfulness & Harmlessness with RLAIF B Zhu, E Frick, T Wu, H Zhu, J Jiao https://starling.cs.berkeley.edu/, 2023	75	2023
S-lora: Serving thousands of concurrent lora adapters Y Sheng, S Cao, D Li, C Hooper, N Lee, S Yang, C Chou, B Zhu, L Zheng, ... arXiv preprint arXiv:2311.03285, 2023	66	2023
Deconstructing Generative Adversarial Networks B Zhu, J Jiao, D Tse arXiv preprint arXiv:1901.09465, 2019	58	2019
Generalized resilience and robust statistics B Zhu, J Jiao, J Steinhardt The Annals of Statistics 50 (4), 2256-2283, 2022	55	2022
The sample complexity of online contract design B Zhu, S Bates, Z Yang, Y Wang, J Jiao, MI Jordan arXiv preprint arXiv:2211.05732, 2022	52	2022
From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline T Li, WL Chiang, E Frick, L Dunlap, T Wu, B Zhu, JE Gonzalez, I Stoica arXiv preprint arXiv:2406.11939, 2024	48	2024
Robust estimation via generalized quasi-gradients B Zhu, J Jiao, J Steinhardt Information and Inference: A Journal of the IMA 11 (2), 581-636, 2022	47	2022
Fine-tuning language models with advantage-induced policy alignment B Zhu, H Sharma, FV Frujeri, S Dong, C Zhu, MI Jordan, J Jiao arXiv preprint arXiv:2306.02231, 2023	35	2023
Byzantine-robust federated learning with optimal statistical rates B Zhu, L Wang, Q Pang, S Wang, J Jiao, D Song, MI Jordan International Conference on Artificial Intelligence and Statistics, 3151-3178, 2023	35*	2023
Fairness in serving large language models Y Sheng, S Cao, D Li, B Zhu, Z Li, D Zhuo, JE Gonzalez, I Stoica 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2024	34	2024
Pairwise proximal policy optimization: Harnessing relative feedback for llm alignment T Wu, B Zhu, R Zhang, Z Wen, K Ramchandran, J Jiao arXiv preprint arXiv:2310.00212, 2023	33	2023
Sparse tensor decomposition for haplotype assembly of diploids and polyploids A Hashemi, B Zhu, H Vikalo BMC genomics 19, 1-15, 2018	27	2018
From live data to high-quality benchmarks: The arena-hard pipeline T Li, WL Chiang, E Frick, L Dunlap, B Zhu, JE Gonzalez, I Stoica April, 2024	21	2024
When does the Tukey median work? B Zhu, J Jiao, J Steinhardt 2020 IEEE International Symposium on Information Theory (ISIT), 1201-1206, 2020	21	2020
Nexusraven: a commercially-permissive language model for function calling VK Srinivasan, Z Dong, B Zhu, B Yu, D Mosk-Aoyama, K Keutzer, J Jiao, ... NeurIPS 2023 Foundation Models for Decision Making Workshop, 2023	20	2023

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