On-Device Image Classification with Proxyless Neural Architecture Search and Quantization-Aware Fine-Tuning. - Han Cai; Tianzhe Wang; Zhanghao Wu; Kuan Wang; Ji Lin 002; Song Han 003 (ICCV Workshops, 2019)

Data Augmentation Using Variational Autoencoder for Embedding Based Speaker Verification. - Zhanghao Wu; Shuai Wang 016; Yanmin Qian; Kai Yu 004 (INTERSPEECH, 2019)

HAT: Hardware-Aware Transformers for Efficient Natural Language Processing. - Hanrui Wang 002; Zhanghao Wu; Zhijian Liu; Han Cai; Ligeng Zhu; Chuang Gan 001; Song Han 003 (ACL, 2020)

DataMix: Efficient Privacy-Preserving Edge-Cloud Inference. - Zhijian Liu; Zhanghao Wu; Chuang Gan 001; Ligeng Zhu; Song Han 003 (ECCV (11), 2020)

Lite Transformer with Long-Short Range Attention. - Zhanghao Wu; Zhijian Liu; Ji Lin 002; Yujun Lin 001; Song Han 003 (ICLR, 2020)

Distributed Reinforcement Learning is a Dataflow Problem. - Eric Liang; Zhanghao Wu; Michael Luo; Sven Mika; Ion Stoica (CoRR, 2020)

Data Augmentation Using Deep Generative Models for Embedding Based Speaker Recognition. - Shuai Wang 016; Yexin Yang; Zhanghao Wu; Yanmin Qian; Kai Yu 004 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

RLlib Flow: Distributed Reinforcement Learning is a Dataflow Problem. - Eric Liang; Zhanghao Wu; Michael Luo; Sven Mika; Joseph E. Gonzalez; Ion Stoica (NeurIPS, 2021)

Representing Long-Range Context for Graph Neural Networks with Global Attention. - Zhanghao Wu; Paras Jain 001; Matthew A. Wright; Azalia Mirhoseini; Joseph E. Gonzalez; Ion Stoica (NeurIPS, 2021)

Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena. - Lianmin Zheng; Wei-Lin Chiang; Ying Sheng 007; Siyuan Zhuang; Zhanghao Wu; Yonghao Zhuang 001; Zi Lin; Zhuohan Li 001; Dacheng Li; Eric P. Xing; Hao Zhang 025; Joseph E. Gonzalez; et al. (NeurIPS, 2023)

SkyPilot: An Intercloud Broker for Sky Computing. - Zongheng Yang; Zhanghao Wu; Michael Luo; Wei-Lin Chiang; Romil Bhardwaj; Woosuk Kwon; Siyuan Zhuang; Frank Sifei Luan; Gautam Mittal; Scott Shenker; Ion Stoica (NSDI, 2023)

LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset. - Lianmin Zheng; Wei-Lin Chiang; Ying Sheng 007; Tianle Li; Siyuan Zhuang; Zhanghao Wu; Yonghao Zhuang 001; Zhuohan Li 001; Zi Lin; Eric P. Xing; Joseph E. Gonzalez; Ion Stoica; et al. (ICLR, 2024)

Can't Be Late: Optimizing Spot Instance Savings under Deadlines. - Zhanghao Wu; Wei-Lin Chiang; Ziming Mao; Zongheng Yang; Eric J. Friedman; Scott Shenker; Ion Stoica (NSDI, 2024)

Sky Computing with Intercloud Brokers - Zhanghao Wu (2024)

SkyServe: Serving AI Models across Regions and Clouds with Spot Instances. - Ziming Mao; Tian Xia; Zhanghao Wu; Wei-Lin Chiang; Tyler Griggs; Romil Bhardwaj; Zongheng Yang; Scott Shenker; Ion Stoica (EuroSys, 2025)