Li Shang

22 papers A* 6A 1Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Atelier: An Automated Analog Circuit Design Framework via Multiple Large Language Model-Based Agents.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jinyi Shen, Zihao Chen, Ji Zhuang, Jiangli Huang, Fan Yang, Li Shang, Zhaori Bi, Changhao Yan, Dian Zhou, Xuan Zeng
2026 J jnl
Dispelling the Curse of Singularities in Neural Network Optimizations.
CoRR
Hengjie Cao, Mengyi Chen, Yifeng Yang, Fang Dong, Ruijun Huang, Anrui Chen, Jixian Zhou, Mingzhi Dong, Yujiang Wang, Dongsheng Li, Wenyi Fang, Yuanyi Lin, Fan Wu, Li Shang
2026 J jnl
SD-MoE: Spectral Decomposition for Effective Expert Specialization.
CoRR
Ruijun Huang, Fang Dong, Xin Zhang, Hengjie Cao, Zhendong Huang, Anrui Chen, Jixian Zhou, Mengyi Chen, Yifeng Yang, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Fan Yang, Tun Lu, Chun Zhang, Li Shang
2026 J jnl
Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy.
CoRR
Zhendong Huang, Hengjie Cao, Fang Dong, Ruijun Huang, Mengyi Chen, Yifeng Yang, Xin Zhang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Fan Yang, Tun Lu, Li Shang
2026 J jnl
The Curse and Blessing of Mean Bias in FP4-Quantized LLM Training.
CoRR
Hengjie Cao, Zhendong Huang, Mengyi Chen, Yifeng Yang, Fanqi Yu, Ruijun Huang, Fang Dong, Xin Zhang, Jixian Zhou, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Yuan Cheng, Tun Lu, Fan Yang, Li Shang
2026 J jnl
Variation-aware Analog Circuit Design via Contextual Modeling and Robust Optimization.
ACM Trans. Design Autom. Electr. Syst.
Jiangli Huang, Jinyi Shen, Fan Yang, Li Shang, Zhaori Bi, Changhao Yan, Wenchuang Walter Hu, Dian Zhou, Xuan Zeng
2026 J jnl
White-Box Op-Amp Design via Human-Mimicking Reasoning.
CoRR
Zihao Chen, Jiayin Wang, Ziyi Sun, Ji Zhuang, Jinyi Shen, Xiaoyue Ke, Li Shang, Xuan Zeng, Fan Yang
2025 J jnl
ATOM: An Automatic Topology Synthesis Framework for Operational Amplifiers.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jinyi Shen, Fan Yang, Li Shang, Changhao Yan, Zhaori Bi, Dian Zhou, Xuan Zeng
2025 J jnl
Adaptive ILT via Multi-Level Lithography Simulation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Shuyuan Sun, Fan Yang, Bei Yu, Li Shang, Xuan Zeng
2025 J jnl
An Efficient Placement Speedup Technique Based on Graph Signal Processing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yiting Liu, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang
2025 J jnl
Denoising Reuse: Exploiting Inter-Frame Motion Consistency for Efficient Video Generation.
IEEE Trans. Circuits Syst. Video Technol.
Chenyu Wang, Shuo Yan, Yixuan Chen, Xianwei Wang, Yujiang Wang, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Rui Zhu, David A. Clifton, Robert P. Dick, Qin Lv, Fan Yang, Tun Lu, Ning Gu, Li Shang
2025 A conf
INTO-OA: Interpretable Topology Optimization for Operational Amplifiers.
DATE
Jinyi Shen, Fan Yang, Li Shang, Zhaori Bi, Changhao Yan, Dian Zhou, Xuan Zeng
2025 J jnl
Introduction to Special Issue on Large Language Models for Electronic System Design Automation.
ACM Trans. Design Autom. Electr. Syst.
Robert Paul Dick, Hammond Pearce, Li Shang, Fan Yang
2025 J jnl
Metis: Training LLMs with FP4 Quantization.
CoRR
Hengjie Cao, Mengyi Chen, Yifeng Yang, Ruijun Huang, Fang Dong, Jixian Zhou, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Yuan Cheng, Fan Wu, Fan Yang, Tun Lu, Ning Gu, Li Shang
2025 A* conf
Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference.
ICML
Jixian Zhou, Fang Dong, Ruijun Huang, Hengjie Cao, Mengyi Chen, Yifeng Yang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, David A. Clifton, Qin Lv, Rui Zhu, Chun Zhang, Fan Yang, Tun Lu, Ning Gu, Li Shang
2024 J jnl
Denoising Reuse: Exploiting Inter-frame Motion Consistency for Efficient Video Latent Generation.
CoRR
Chenyu Wang, Shuo Yan, Yixuan Chen, Yujiang Wang, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Robert P. Dick, Qin Lv, Fan Yang, Tun Lu, Ning Gu, Li Shang
2024 A* conf
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge.
NeurIPS
Fang Dong, Mengyi Chen, Jixian Zhou, Yubin Shi, Yixuan Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, Xiaochen Yang, Rui Zhu, Robert P. Dick, Qin Lv, Fan Yang, Tun Lu, Ning Gu, Li Shang
2024 J jnl
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models.
CoRR
Yubin Shi, Yixuan Chen, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Tun Lu, Ning Gu, Li Shang
2023 A* conf
Over-parameterized Model Optimization with Polyak-Łojasiewicz Condition.
ICLR
Yixuan Chen, Yubin Shi, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Ning Gu, Li Shang
2023 A* conf
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models.
NeurIPS
Yubin Shi, Yixuan Chen, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Tun Lu, Ning Gu, Li Shang
2023 A* conf
cVTS: A Constrained Voronoi Tree Search Method for High Dimensional Analog Circuit Synthesis.
DAC
Aidong Zhao, Xianan Wang, Zixiao Lin, Zhaori Bi, Xudong Li, Changhao Yan, Fan Yang, Li Shang, Dian Zhou, Xuan Zeng
2022 A* conf
Recursive Disentanglement Network.
ICLR
Yixuan Chen, Yubin Shi, Dongsheng Li, Yujiang Wang, Mingzhi Dong, Yingying Zhao, Robert P. Dick, Qin Lv, Fan Yang, Li Shang