PDNNet: PDN-Aware GNN-CNN Heterogeneous Network for Dynamic IR Drop Prediction

Yuxiang Zhao, Zhuomin Chai, Xun Jiang +3

Probabilistic Compute-in-Memory Design For Efficient Markov Chain Monte Carlo Sampling

Yihan Fu, Daijing Shi, Anjunyi Fan +4

HybridNet: Dual-Branch Fusion of Geometrical and Topological Views for VLSI Congestion Prediction

Yuxiang Zhao, Zhuomin Chai, Yibo Lin +2

Memory System Designed for Multiply-Accumulate (MAC) Engine Based on Stochastic Computing

Xinyue Zhang, Yuan Wang, Yawen Zhang +5

Understanding Hot Carrier Reliability in FinFET Technology from Trap-based Approach

Runsheng Wang, Zixuan Sun, Yue-Yang Liu +4

MORE-Stress: Model Order Reduction based Efficient Numerical Algorithm for Thermal Stress Simulation of TSV Arrays in 2.5D/3D IC

Tianxiang Zhu, Qipan Wang, Yibo Lin +2

ATSim3D: Towards Accurate Thermal Simulator for Heterogeneous 3D-IC Systems Considering Nonlinear Leakage and Conductivity

Qipan Wang, Tianxiang Zhu, Yibo Lin +2

HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference

Shuzhang Zhong, Yanfan Sun, Ling Liang +3

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding

Linye Wei, Shuzhang Zhong, Songqiang Xu +3

ATSim3.5D: A Multiscale Thermal Simulator for 3.5D-IC Systems based on Nonlinear Multigrid Method

Qipan Wang, Tianxiang Zhu, Yibo Lin +2

LayoutCopilot: An LLM-powered Multi-agent Collaborative Framework for Interactive Analog Layout Design

Bingyang Liu, Haoyi Zhang, Xiaohan Gao +5

A Tale of Two Sides of Wafer: Physical Implementation and Block-Level PPA on Flip FET with Dual-sided Signals

Haoran Lu, Xun Jiang, Yanbang Chu +7

UniCAIM: A Unified CAM/CIM Architecture with Static-Dynamic KV Cache Pruning for Efficient Long-Context LLM Inference

Weikai Xu, Wenxuan Zeng, Qianqian Huang +2

New-Generation Design-Technology Co-Optimization (DTCO): Machine-Learning Assisted Modeling Framework

Zhe Zhang, Runsheng Wang, Cheng Chen +6

Regression-Oriented Knowledge Distillation for Lightweight Ship Orientation Angle Prediction with Optical Remote Sensing Images

Zhan Shi, Xin Ding, Peng Ding +3

Generating a Doppelganger Graph: Resembling but Distinct

Yuliang Ji, Ru Huang, Jie Chen +1

Design Optimization of Flip FET Standard Cells with Dual-sided Pins for Ultimate Scaling

Rui Gui, Haoran Lu, Jiacheng Sun +7

CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference

Wenxuan Zeng, Meng Li, Haichuan Yang +3

Analog Circuit Applications based on Ambipolar Graphene/MoTe2 Vertical Transistors

Chen Pan, Yajun Fu, Jiaxin Wang +12

SCALES: Boost Binary Neural Network for Image Super-Resolution with Efficient Scalings

Renjie Wei, Zechun Liu, Yuchen Fan +3

DaSGD: Squeezing SGD Parallelization Performance in Distributed Training Using Delayed Averaging

Qinggang Zhou, Yawen Zhang, Pengcheng Li +4

BAND-2k: Banding Artifact Noticeable Database for Banding Detection and Quality Assessment

Zijian Chen, Wei Sun, Jun Jia +6

Efficient yet Accurate End-to-End SC Accelerator Design

Meng Li, Yixuan Hu, Tengyu Zhang +4

Overlay-aware Variation Study of Flip FET and Benchmark with CFET

Wanyue Peng, Haoran Lu, Jingru Jiang +5

Extremely-Fast, Energy-Efficient Massive MIMO Precoding with Analog RRAM Matrix Computing

Pushen Zuo, Zhong Sun, Ru Huang

From Flip FET to Flip 3D Integration (F3D): Maximizing the Scaling Potential of Wafer Both Sides Beyond Conventional 3D Integration

Heng Wu, Haoran Lu, Wanyue Peng +13

NASiC: 3D NAND-based CAM-Selected Multibit CIM Architecture for Efficient On-Device Mixture-of-Experts LLM Inference

Weikai Xu, Meng Li, Shuzhang Zhong +7

Reducing operator complexity in Algebraic Multigrid with Machine Learning Approaches

Ru Huang, Kai Chang, Huan He +2

Thermal Conductivity of Cubic Silicon Carbide Single Crystals Heavily Doped by Nitrogen

Zifeng Huang, Yunfan Yang, Da Sheng +7

CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)

Zhuomin Chai, Yuxiang Zhao, Yibo Lin +3

Learning optimal multigrid smoothers via neural networks

Ru Huang, Ruipeng Li, Yuanzhe Xi

A Systematic Approach for Multi-objective Double-side Clock Tree Synthesis

Xun Jiang, Haoran Lu, Yuxuan Zhao +8

ReaLM: Reliable and Efficient Large Language Model Inference with Statistical Algorithm-Based Fault Tolerance

Tong Xie, Jiawang Zhao, Zishen Wan +5

Leveraging Compute-in-Memory for Efficient Generative Model Inference in TPUs

Zhantong Zhu, Hongou Li, Wenjie Ren +4

Falcon: Accelerating Homomorphically Encrypted Convolutions for Efficient Private Mobile Network Inference

Tianshi Xu, Meng Li, Runsheng Wang +1

Recall Before You Rank: Similarity-Guided Top-$K$ Reuse for Efficient Long-Context Attention

Wenshuai Yao, Wenyong Zhou, Hanyong Shao +5

The paper proposes ReTopK, a training‑free technique that speeds up dynamic top‑K sparse attention for long‑context language models by reusing supports from historically similar qu…

MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention

Wenxuan Zeng, Meng Li, Wenjie Xiong +5

The Dawn of AI-Native EDA: Opportunities and Challenges of Large Circuit Models

Lei Chen, Yiqi Chen, Zhufei Chu +36

MCUBERT: Memory-Efficient BERT Inference on Commodity Microcontrollers

Zebin Yang, Renze Chen, Taiqiang Wu +5

READ: Reliability-Enhanced Accelerator Dataflow Optimization using Critical Input Pattern Reduction

Zuodong Zhang, Renjie Wei, Meng Li +3

Self-Aligned Double Patterning Friendly Configuration for Standard Cell Library Considering Placement

Jhih-Rong Gao, Bei Yu, Ru Huang +1

Memory-aware Scheduling for Complex Wired Networks with Iterative Graph Optimization

Shuzhang Zhong, Meng Li, Yun Liang +2

The Exploration-Exploitation Dilemma Revisited: An Entropy Perspective

Renye Yan, Yaozhong Gan, You Wu +4

ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decoding

Shuzhang Zhong, Zebin Yang, Meng Li +3

ATMPlace: Analytical Thermo-Mechanical-Aware Placement Framework for 2.5D-IC

Qipan Wang, Tianxiang Zhu, Tianyu Jia +3

A Novel Energy-Efficient Salicide-Enhanced Tunnel Device Technology Based on 300mm Foundry Platform Towards AIoT Applications

Kaifeng Wang, Qianqian Huang, Yongqin Wu +16

FastQuery: Communication-efficient Embedding Table Query for Private LLM Inference

Chenqi Lin, Tianshi Xu, Zebin Yang +3

BlockAMC: Scalable In-Memory Analog Matrix Computing for Solving Linear Systems

Lunshuai Pan, Pushen Zuo, Yubiao Luo +2

LaMoSys3.5D: Enabling 3.5D-IC-Based Large Language Model Inference Serving Systems via Hardware/Software Co-Design

Qipan Wang, Zhe Zhang, Shuangchen Li +5

Post-Layout Simulation Driven Analog Circuit Sizing

Xiaohan Gao, Haoyi Zhang, Siyuan Ye +6

AdapMoE: Adaptive Sensitivity-based Expert Gating and Management for Efficient MoE Inference

Shuzhang Zhong, Ling Liang, Yuan Wang +3

EasyACIM: An End-to-End Automated Analog CIM with Synthesizable Architecture and Agile Design Space Exploration

Haoyi Zhang, Jiahao Song, Xiaohan Gao +4

AttentionLego: An Open-Source Building Block For Spatially-Scalable Large Language Model Accelerator With Processing-In-Memory Technology

Rongqing Cong, Wenyang He, Mingxuan Li +5

An Energy-Efficient Mixed-Signal Parallel Multiply-Accumulate (MAC) Engine Based on Stochastic Computing

Xinyue Zhang, Jiahao Song, Yuan Wang +4

GAIA: Rethinking Action Quality Assessment for AI-Generated Videos

Zijian Chen, Wei Sun, Yuan Tian +7

ASCEND: Accurate yet Efficient End-to-End Stochastic Computing Acceleration of Vision Transformer

Tong Xie, Yixuan Hu, Renjie Wei +4

A Parallel Bitstream Generator for Stochastic Computing

Yawen Zhang, Runsheng Wang, Xinyue Zhang +5

EdgeMM: Multi-Core CPU with Heterogeneous AI-Extension and Activation-aware Weight Pruning for Multimodal LLMs at Edge

Kangbo Bai, Le Ye, Ru Huang +1

FS-BAND: A Frequency-Sensitive Banding Detector

Zijian Chen, Wei Sun, Zicheng Zhang +5