HRL-Topo: Hierarchical Reinforcement Learning with Large Language Models for Analog Circuit Topology Synthesis
- Prashanth Vijayaraghavan
- Luyao Shi
- et al.
- 2026
- DAC 2026
Conference paper
Publications
19 results for Xin Zhang
VSIMO: A DC-DC SIMO-based Current Mismatch Compensator Supporting Per-Output Bidirectional Power Flow for Stacked Voltage Domains Achieving >82% System Efficiency under up to 360-mA Load Mismatch
- Yichen Xu
- Baoqi Zhu
- et al.
- 2026
- VLSI Technology and Circuits 2026
Conference paperA 1-to-1050-mA DLDO with Rising-Edge Computational Control and Load-Dependent Feedback Achieving 46-mV/ns DVS Rate and 0.15-ps FoM
- Yichen Xu
- Mao Li
- et al.
- 2026
- VLSI Technology and Circuits 2026
Conference paperEnergAIzer: Fast and Accurate GPU Power Estimation Framework for AI Workloads
- Kyungmi Lee
- Zhiye Song
- et al.
- 2026
- ISPASS 2026
Conference paperPiggybacked SC-on-CSCR: A Modular On-Chip Switched-Capacitor Converter for 12-to-60V Input 1.8-to-5V Output Achieving 5.67mW/mm2 Power Density and 71.5% Peak Efficiency
- Y. Yang
- Xin Zhang
- et al.
- 2026
- ISSCC 2026
Conference paperA Single-Chip Laser Diode Driver with Built-In Frequency-Sweep Linearization for FMCW LiDAR
- W. Zhu
- J. Jiang
- et al.
- 2026
- ISSCC 2026
Conference paperProactive Power Management-Based Supply Regulation with Online Learning for Variation-Tolerant Workload-Aware Droop Mitigation in 28nm CMOS
- X. Chen
- A. Liss
- et al.
- 2026
- ISSCC 2026
Conference paperAUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation
- Prashanth Vijayaraghavan
- Luyao Shi
- et al.
- 2025
- ICML 2025
Conference paperLaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation
- Chen-chia Chang
- Wan-hsuan Lin
- et al.
- 2025
- ICML 2025
Conference paperLEDRO: LLM-Enhanced Design Space Reduction and Optimization for Analog Circuits
- Dimple Vijay Kochar
- Hanrui Wang
- et al.
- 2025
- DAC 2025
Conference paper