Zicheng Cai

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Neural Architecture

Pruning The Search Space

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

BuildSys@SenSys

Publications

Zicheng Cai, Lei Chen, Tongtao Ling, Hai-Lin Liu
STO-DARTS: Stochastic Bilevel Optimization for Differentiable Neural Architecture Search. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Zicheng Cai, Lei Chen, Peng Liu, Tongtao Ling, Yutao Lai
EG-NAS: Neural Architecture Search with Fast Evolutionary Exploration. AAAI (2024)
Zicheng Cai, Lei Chen, Shaoda Zeng, Yutao Lai, Hai-Lin Liu
EST-NAS: An evolutionary strategy with gradient descent for neural architecture search. Appl. Soft Comput. 146 (2023)
Tongtao Ling, Lei Chen, Huangxu Sheng, Zicheng Cai, Hai-Lin Liu
Sentence-level Event Detection without Triggers via Prompt Learning and Machine Reading Comprehension. CoRR (2023)
Zicheng Cai, Lei Chen, Hai-Lin Liu
BHE-DARTS: Bilevel Optimization Based on Hypergradient Estimation for Differentiable Architecture Search. ICASSP (2023)
Zicheng Cai, Lei Chen, Hai-Lin Liu
EPC-DARTS: Efficient partial channel connection for differentiable architecture search. Neural Networks 166 (2023)
Tongtao Ling, Lei Chen, Huangxu Sheng, Zicheng Cai, Hai-Lin Liu
Sentence-Level Event Detection Without Triggers via Prompt Learning and Machine Reading Comprehension. ADMA (4) (2023)
Ramin Sabbagh, Zicheng Cai, Alec Stothert, Dragan Djurdjanovic
Physically Inspired Data Compression and Management for Industrial Data Analytics. Frontiers Comput. Sci. 2 (2020)
Bingqing Chen, Zicheng Cai, Mario Bergés
Gnu-RL: A Precocial Reinforcement Learning Solution for Building HVAC Control Using a Differentiable MPC Policy. BuildSys@SenSys (2019)