Recursive Disentanglement Network. - Yixuan Chen 003; Yubin Shi; Dongsheng Li 002; Yujiang Wang 001; Mingzhi Dong; Yingying Zhao; Robert P. Dick; Qin Lv; Fan Yang 001; Li Shang 002 (ICLR, 2022)

cVTS: A Constrained Voronoi Tree Search Method for High Dimensional Analog Circuit Synthesis. - Aidong Zhao; Xianan Wang; Zixiao Lin; Zhaori Bi; Xudong Li; Changhao Yan; Fan Yang 001; Li Shang 002; Dian Zhou; Xuan Zeng 001 (DAC, 2023)

Over-parameterized Model Optimization with Polyak-Łojasiewicz Condition. - Yixuan Chen 003; Yubin Shi; Mingzhi Dong; Xiaochen Yang; Dongsheng Li 002; Yujiang Wang 001; Robert P. Dick; Qin Lv; Yingying Zhao; Fan Yang 001; Ning Gu 001; Li Shang 002 (ICLR, 2023)

Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models. - Yubin Shi; Yixuan Chen 003; Mingzhi Dong; Xiaochen Yang; Dongsheng Li 002; Yujiang Wang 001; Robert P. Dick; Qin Lv; Yingying Zhao; Fan Yang 001; Tun Lu; Ning Gu 001; et al. (NeurIPS, 2023)

Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge. - Fang Dong; Mengyi Chen; Jixian Zhou; Yubin Shi; Yixuan Chen 003; Mingzhi Dong; Yujiang Wang 001; Dongsheng Li 002; Xiaochen Yang; Rui Zhu 006; Robert P. Dick; Qin Lv; et al. (NeurIPS, 2024)

Denoising Reuse: Exploiting Inter-frame Motion Consistency for Efficient Video Latent Generation. - Chenyu Wang; Shuo Yan; Yixuan Chen 003; Yujiang Wang 001; Mingzhi Dong; Xiaochen Yang; Dongsheng Li 002; Robert P. Dick; Qin Lv; Fan Yang 001; Tun Lu; Ning Gu 001; et al. (CoRR, 2024)

INTO-OA: Interpretable Topology Optimization for Operational Amplifiers. - Jinyi Shen; Fan Yang 001; Li Shang 002; Zhaori Bi; Changhao Yan; Dian Zhou; Xuan Zeng 001 (DATE, 2025)

Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference. - Jixian Zhou; Fang Dong; Ruijun Huang; Hengjie Cao; Mengyi Chen; Yifeng Yang; Anrui Chen; Mingzhi Dong; Yujiang Wang 001; Dongsheng Li 002; David A. Clifton; Qin Lv; et al. (ICML, 2025)

ATOM: An Automatic Topology Synthesis Framework for Operational Amplifiers. - Jinyi Shen; Fan Yang 001; Li Shang 002; Changhao Yan; Zhaori Bi; Dian Zhou; Xuan Zeng 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

Metis: Training LLMs with FP4 Quantization. - Hengjie Cao; Mengyi Chen; Yifeng Yang; Ruijun Huang; Fang Dong; Jixian Zhou; Anrui Chen; Mingzhi Dong; Yujiang Wang 001; Jinlong Hou; Yuan Cheng; Fan Wu; et al. (CoRR, 2025)

Denoising Reuse: Exploiting Inter-Frame Motion Consistency for Efficient Video Generation. - Chenyu Wang; Shuo Yan; Yixuan Chen 003; Xianwei Wang; Yujiang Wang 001; Mingzhi Dong; Xiaochen Yang; Dongsheng Li 002; Rui Zhu 006; David A. Clifton; Robert P. Dick; Qin Lv; et al. (IEEE Trans. Circuits Syst. Video Technol., 2025)

An Efficient Placement Speedup Technique Based on Graph Signal Processing. - Yiting Liu 002; Hai Zhou 001; Jia Wang 003; Fan Yang 001; Xuan Zeng 001; Li Shang 002 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

Adaptive ILT via Multi-Level Lithography Simulation. - Shuyuan Sun; Fan Yang 001; Bei Yu 001; Li Shang 002; Xuan Zeng 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

Introduction to Special Issue on Large Language Models for Electronic System Design Automation. - Robert Paul Dick; Hammond Pearce; Li Shang 002; Fan Yang 001 (ACM Trans. Design Autom. Electr. Syst., 2025)

White-Box Op-Amp Design via Human-Mimicking Reasoning. - Zihao Chen; Jiayin Wang; Ziyi Sun; Ji Zhuang; Jinyi Shen; Xiaoyue Ke; Li Shang 002; Xuan Zeng 001; Fan Yang 001 (CoRR, 2026)

Atelier: An Automated Analog Circuit Design Framework via Multiple Large Language Model-Based Agents. - Jinyi Shen; Zihao Chen; Ji Zhuang; Jiangli Huang; Fan Yang 001; Li Shang 002; Zhaori Bi; Changhao Yan; Dian Zhou; Xuan Zeng 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2026)

Dispelling the Curse of Singularities in Neural Network Optimizations. - Hengjie Cao; Mengyi Chen; Yifeng Yang; Fang Dong; Ruijun Huang; Anrui Chen; Jixian Zhou; Mingzhi Dong; Yujiang Wang 001; Dongsheng Li 002; Wenyi Fang; Yuanyi Lin; et al. (CoRR, 2026)

Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy. - Zhendong Huang; Hengjie Cao; Fang Dong; Ruijun Huang; Mengyi Chen; Yifeng Yang; Xin Zhang; Anrui Chen; Mingzhi Dong; Yujiang Wang 001; Jinlong Hou; Qin Lv; et al. (CoRR, 2026)

SD-MoE: Spectral Decomposition for Effective Expert Specialization. - Ruijun Huang; Fang Dong; Xin Zhang; Hengjie Cao; Zhendong Huang; Anrui Chen; Jixian Zhou; Mengyi Chen; Yifeng Yang; Mingzhi Dong; Yujiang Wang 001; Jinlong Hou; et al. (CoRR, 2026)

The Curse and Blessing of Mean Bias in FP4-Quantized LLM Training. - Hengjie Cao; Zhendong Huang; Mengyi Chen; Yifeng Yang; Fanqi Yu; Ruijun Huang; Fang Dong; Xin Zhang; Jixian Zhou; Anrui Chen; Mingzhi Dong; Yujiang Wang 001; et al. (CoRR, 2026)

Variation-aware Analog Circuit Design via Contextual Modeling and Robust Optimization. - Jiangli Huang; Jinyi Shen; Fan Yang 001; Li Shang 002; Zhaori Bi; Changhao Yan; Wenchuang Walter Hu; Dian Zhou; Xuan Zeng 001 (ACM Trans. Design Autom. Electr. Syst., 2026)