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Research Manuscript

TimeWednesday, July 293:00pm - 3:30pm PDT

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RM Poster Session Four

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Presentations

3:00pm - 3:00pm PDT	Cacheparallel: Comprehensively Exploring Multi-Level Acceleration for Diffusion Models Authors Qianru Lyu Di Niu Jinwei Xu Jingfei Jiang Xiangrui Yang Sheng ma Dongsheng Li
3:00pm - 3:01pm PDT	VeRA+: Vector-Based Lightweight Compensation for Drift-Resilient RRAM In-Memory Computing Authors Weirong Dong Kai Zhou Zhen Kong Zhengke Yang Quan Cheng Haoyuan Li Junkai Huang Jun Lan Yida Li Masanori Hashimoto Longyang Lin
3:01pm - 3:01pm PDT	Freebit: Unleashing the Performance Potential of Low-Bit LLMs Through PIM Authors Jiaxian Chen Haoran Duan Zhenxuan Ou Qin Chen Shangyu Wu Kecheng Huang Rui Mao Yi Wang
3:01pm - 3:02pm PDT	Quantum Circuit Synthesis Using an Exact T Library Authors Hanyu Wang Mingfei Yu Xinrui Wu Jason Cong
3:02pm - 3:03pm PDT	Attestllm: Efficient Attestation Framework for Billion-Scale On-Device LLMs Authors Ruisi Zhang Yifei Zhao Neusha Javidnia Mengxin Zheng Farinaz Koushanfar
3:03pm - 3:03pm PDT	RM-CIMA: An Analog Computing-in-Memory Accelerator for a Robust UAV Trajectory Tracking Framework Authors Pingdan Xiao Yiliu Gu Bingqian Zhang Sichun Du Wanli Chang Hong Qinghui
3:03pm - 3:04pm PDT	KERV: Kinematic-Rectified Speculative Decoding for Embodied VLA Models Authors Zihao Zheng Zhihao Mao Maoliang Li Jiayu Chen Xinhao Sun Zhaobo Zhang Donggang Cao Hong Mei Xiang Chen
3:04pm - 3:04pm PDT	Acc-SpMV: Accelerating General-Purpose Sparse Matrix-Vector Multiplication with GPU CUDA Cores Authors Tang Lei Xin Zhikuang Wang Zijian Zhou Chunbao Wang Jue Wang Yangang
3:04pm - 3:05pm PDT	Mask-Guided Diffusion with Process-Aware Metric Optimization for Long-Tailed Wafer Defect Analysis Authors Yumeng Liu Qian Jin Xiaotian Qiu Qi Sun Cheng Zhuo
3:05pm - 3:06pm PDT	Accelcim: Systematic Dataflow Exploration for SRAM Compute-in-Memory Accelerator Authors Chenhao Xue Yukun Wang An Guo Yuhui Shi Jinwei Zhou Xiping Dong Yihan Yin Yuanpeng Zhang Tianyu Jia Wei Gao Qiang Wu Xin Si Jun Yang Guangyu Sun
3:06pm - 3:06pm PDT	Lin-Search: Scaling Exact Synthesis of CNOT Circuits via Hybrid Iterative Deepening Search Authors Chenjian Li Xiangzhen Zhou Ji Guan Fanxu Meng Pengcheng Zhu Yu Luo
3:06pm - 3:07pm PDT	Targeted Bit-Flip Attacks on LLM-Based Agents Authors Jialai Wang Wen Ya liu zhongmou Yuxiao Wu Bingyi He Zongpeng Li Ee-Chien Chang
3:07pm - 3:07pm PDT	SCIMI: Semantic-Aware Collaborative Intrusion Detection for Multi-Domain In-Vehicle Networks Authors Chang Zhu Xiaohang Wang Abla Smahi Kaiwei Wu Yinhe Shen Yingtao Jiang Amit Kumar Singh Kui Ren
3:07pm - 3:08pm PDT	Making Sense of Job Preemption for Distributed Deep Learning Acceleration Authors Younghun Go Changyong Shin Minchul Kang Jaehyun Hwang Chuck Yoo Gyeongsik Yang
3:08pm - 3:09pm PDT	HierPAS: Accelerating Video Generation Models with Hierarchical Precision and Adaptive Sparsity Authors Changxu Liu Yifan Song Ruibin Chen Fan Yang
3:09pm - 3:09pm PDT	Accshield: Operator-Aware Robust Scheduling for Fault-Tolerant AI Accelerators Authors Chenyang Wang Hengshan Yue Qianhao Wang Tianle Li Yongzhe Ma Zeyu Guan Jingweijia Tan Xiaohui Wei
3:09pm - 3:10pm PDT	Signing Crossbar Columns Instead of Neural Network Weights in Compute-in-Memory Accelerators Authors Jun Pei Shaocong Wang Yian Yang Jiukai Fang Jiuxian Zhang Yuliang Shen Yujian Du Yan Wang Yuchao Yang
3:10pm - 3:11pm PDT	Fast Template Matching for Quantum Circuits Using Hypergraph Authors Xin Hong Jintao Yu Runhong He Shenggang Ying Sanjiang Li Mingsheng Ying
3:11pm - 3:11pm PDT	GPU-Fuzz: Finding Memory Errors in Deep Learning Frameworks Authors Zihao Li Hongyi Lu Yanan Guo Zhenkai Zhang Shuai Wang Fengwei Zhang
3:11pm - 3:12pm PDT	Actionflow: A Pipelined Action Acceleration for Vision Language Models on Edge Authors Yuntao Dai Hang Gu teng wang Qianyu Cheng Yifei Zheng zhiyong qiu Lei Gong Wenqi Lou Xuehai Zhou
3:12pm - 3:12pm PDT	Deinfer: Efficient Parallel Inferencing for Decomposed Large Language Models Authors You-Liang Huang Xinhao Huang Chengxi Liao Zeyi Wen
3:12pm - 3:13pm PDT	Scalable Reliability Assessment of DNNs Through Simultaneous Fault Injection Authors Rafael Billig Tonetto Marcello Traiola Fernando Fernandes dos Santos Angeliki Kritikakou
3:13pm - 3:14pm PDT	ESCAPE: Elegant Scan Chain Activity Probability Establishment for Programmable Low-Power LBIST Authors Hairui Cai Yumei Hu Xiaohui Xue Yaning Wang Yu Huang Zhouxing Su Zhipeng Lv Zezhong Wang Xing Wang
3:14pm - 3:14pm PDT	Pimony: A DRAM-PIM Design for Harmonizing PIM and Memory Accesses with Minimal Interference Authors Gyeonghwan Park Inseong Choi Byungkuk Yoon Sanghyeok Han Jae-Joon Kim
3:14pm - 3:15pm PDT	Search Smarter, Not Harder: A Scalable, High-Quality Zoned Neutral Atom Compiler Authors Yannick Stade Lukas Burgholzer Robert Wille
3:15pm - 3:15pm PDT	STRAP-ViT: Segregated Tokens with Randomized - Transformations for Defense Against Adversarial Patches in ViTs Authors Nandish Chattopadhyay Anadi Goyal Chandan Karfa Anupam Chattopadhyay
3:15pm - 3:16pm PDT	KEEP: A KV-Cache-Centric Memory Management System for Efficient Embodied Planning Authors Zebin Yang Tong Xie Baotong Lu Shaoshan Liu Bo Yu Meng Li
3:16pm - 3:17pm PDT	PRISM: Dynamic Primitive-Based Forecasting for Large-Scale GPU Cluster Workloads Authors Xin Wu Fei Teng XingWang Li Bin Zheng Qiang Duan
3:17pm - 3:17pm PDT	MIRAGE: Runtime Scheduling for Multi-Vector Image Retrieval with Hierarchical Decomposition Authors Maoliang Li Ke Li Yaoyang Liu Jiayu Chen Zihao Zheng Chenchen Liu Guojie Luo Yinjun Wu Xiang Chen
3:17pm - 3:18pm PDT	Test Point Insertion with ATPG-Free Self-Supervised Learning Authors Tae-Min Park Sung-Hyuk Cho Jeongyeol Lee Jiwhan Kim Nur Touba Joon-Sung Yang
3:18pm - 3:18pm PDT	REFLEX: Rewrite-Free Row-Aligned Sparse Attention for Efficient LLM Execution on PIM Authors Juhong Park Yintao He Sangheum Yeon Yiran Chen Jong Hwan Ko
3:18pm - 3:19pm PDT	Closing the Loop: Hybrid NAS Guided by Analytical and Hardware-Calibrated Quantum Cost Modeling Authors Muhammad Kashif Alberto Marchisio Muhammad Shafique
3:19pm - 3:20pm PDT	Ciphershield: Safeguarding DNN Inputs from Ciphertext Side-Channels in TEE Authors Hui Feng Yuntao Liu Qian Wang
3:20pm - 3:20pm PDT	DFA-DRIVE: A Cross-Layer Delay Fault Analysis and Optimization Framework for Robust Multi-Task Driving Perception Authors Nrusinga Charan Gantayat Philip Jacobson Matthew Marinella Ben Feinberg Jeff Zhang
3:20pm - 3:21pm PDT	Scale-Gest: Scalable Model-Space Synthesis and Runtime Selection for On-Device Gesture Detection Authors Abdul Basit Saim Rehman Muhammad Shafique
3:21pm - 3:22pm PDT	Two Teachers Better Than One: Hardware-Physics Co-Guided Distributed Scientific Machine Learning Authors Yuchen Yuan Junhuan Yang Hao Wan Yipei Liu Hanhan Wu Youzuo Lin Lei Yang
3:22pm - 3:22pm PDT	FreqSEM: Frequency-Aware High-Precision Contour Extraction for Lithographic SEM Images Authors xiaoyan Luo Yumeng Liu Qian Jin Qi Sun Cheng Zhuo
3:22pm - 3:23pm PDT	In-Memory ADC-Based Nonlinear Activation Quantization for Efficient In-Memory Computing Authors Shuai Dong Junyi Yang Biyan Zhou Hongyang Shang Gourav Datta Arindam Basu
3:23pm - 3:23pm PDT	A Hamiltonian-Guided Pre-Trainer for Variational Quantum Algorithms Authors Taotao Zhao He Li
3:23pm - 3:24pm PDT	WFH-BFs: Dynamic Defense Against DNN Bit-Flips via a Weight Function Hierarchy Authors Jie Xiao hao ying Aizhu Liu jiajun guo Zhanhui Shi Jungang Lou Fuli Wu
3:24pm - 3:25pm PDT	Scalable Multi-Task Learning Through Spiking Neural Networks with Adaptive Task-Switching Policy for Intelligent Autonomous Agents Authors Rachmad Vidya Wicaksana Putra Avaneesh Devkota Muhammad Shafique
3:25pm - 3:25pm PDT	Edgesc: Universal Stochastic Computing Architecture for Efficient Edge Detection Authors Xincheng Feng Wenyong Zhou Taiqiang Wu Zhengwu Liu Meng Li Ngai Wong
3:25pm - 3:26pm PDT	AQR-HNSW: Accelerating Approximate Nearest Neighbor Search via Density-Aware Quantization and Multi-Stage Re-Ranking Authors Ganap Tewary Nrusinga Charan Gantayat Jeff Zhang
3:26pm - 3:26pm PDT	Safegen: LLM-Driven Assertion Generation and Fault Criticality Evaluation for Functional Safety Authors Xuanyi Tan Arjun Chaudhuri Rubin Parekhji Krishnendu Chakrabarty
3:26pm - 3:27pm PDT	HP-CIM: A Computing-in-Memory Transformer Accelerator with ReRAM-Based Hash Predictor for Attention Sparsity Exploitation Authors Tong Li Zhiwei Zhou Jiancong Li Yuyang Fu Yingjie Yu Tong Hu Jia Chen Yi Li Xiangshui Miao
3:27pm - 3:28pm PDT	Optimized Time-Dependent Hamiltonian Evolution Quantum Solver for Power System Transient Computations Authors Jiyuan Liu Yongming Tang Baoping Wang Mengdi Sun He Li
3:28pm - 3:28pm PDT	RISCSmith: Finding RISC-V CPU Bugs via Rich Instruction Construction and On-the-Fly Differential Analysis Authors Xudong Zhang Yuanliang Chen Zehong Yu Zhen Yan Fuchen Ma Dalong Shi Yu Jiang
3:28pm - 3:29pm PDT	GEMM-GS: Accelerating 3D Gaussian Splatting on Tensor Cores with GEMM-Compatible Blending Authors Haomin Li Bowen Zhu Fangxin Liu Zongwu Wang Xinran Liang Li Jiang Haibing Guan
3:29pm - 3:29pm PDT	Weaver: Stratified Expert Scheduling for Memory-Constrained MoE Inference Authors Han Li Jingwei Sun Junqing Lin Guangzhong Sun

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