Hanqing Zhu
- APOLLO: SGD-like Memory, AdamW-level Performance
2024/12/06 by Hanqing Zhu, Zhu, Hanqing, Zhenyu Zhang +18 · 2 voices · 15 citations
Computer Science · #Parallel Computing and Optimization Techniques
- Photonic-Electronic Integrated Circuits for High-Performance Computing and AI Accelerators
2024/03/21 by Shupeng Ning, Ning, Shupeng, Hanqing Zhu +19 · 6 citations
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Photonic and Optical Devices #Optical Network Technologies
- L2ight: Enabling On-Chip Learning for Optical Neural Networks via\n Efficient in-situ Subspace Optimization
2021/10/27 by Jiaqi Gu, Gu, Jiaqi, Hanqing Zhu +9 · 3 citations
Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Photonic and Optical Devices
- ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement
2021/12/15 by Hanqing Zhu, Zhu, Hanqing, Jiaqi Gu +11 · 2 citations
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Optical Network Technologies #Advanced Memory and Neural Computing
- The Path Not Taken: RLVR Provably Learns Off the Principals
2025/11/11 by Hanqing Zhu, Zhenyu Zhang, Zhu, Hanqing +26 · 1 voice · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.LG
- LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation
2024/06/07 by Guojin Chen, Chen, Guojin, Keren Zhu +11 · 3 citations
Computer Science · Engineering · #Embedded Systems Design Techniques #VLSI and FPGA Design Techniques #Manufacturing Process and Optimization
- INSIGHT: Universal Neural Simulator for Analog Circuits Harnessing Autoregressive Transformers
2024/07/10 by Souradip Poddar, Youngmin Oh, Poddar, Souradip +9 · 3 citations
Computer Science · #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Neural Networks and Applications #and Science (cs.CE)
- Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration
2022/08/17 by Hanqing Zhu, Keren Zhu, Zhu, Hanqing +11 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neural Networks and Reservoir Computing #Photonic and Optical Devices
- PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices
2024/11/05 by Hanqing Zhu, Zhu, Hanqing, Cong, Wenyan +10 · 2 citations
Engineering · Computer Science · #Photonic and Optical Devices #Neural Networks and Reservoir Computing #Optical Network Technologies
- ISO: An RLVR-Native Optimization Stack
2026/07/21 by Hanqing Zhu, Wenyan Cong, Zhizhou Sha +8
#cs.LG #cs.AI