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Research Manuscript

TimeWednesday, July 2912:30pm - 1:00pm PDT

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Presentations

12:30pm - 12:30pm PDT	PiHG: A Redundancy-Free Heterogeneous Graph Neural Network Accelerator via a Pivot-Centric Approach Authors Qiyuan Niu Yu Zhang Lin Gu Zhongtian Long Ruida Xin Yutao Fu Jin Zhao Hai Jin
12:30pm - 12:30pm PDT	PFGEMM: Fully Exploiting the Parallelism of SpGEMM With Element-Wise Out-of-Order Execution Flow and Prefix Decomposition of Indices Authors Yufeng Gao Chen Zhang Shuyao Cheng Di Huang Zhipeng Zhao Xuehai Zhou
12:30pm - 12:31pm PDT	A Fully Analog Continuous-Time CIM Neural ODE Solver for Flow-Matching-Based Fluid Dynamics Generation Authors Songqi Wang Meng Xu Jichang Yang Zhexu Chen Hegan Chen Sishuo Liu Xinyuan Zhang Kwun Hang WONG Ning Lin Yi Li Zhongrui Wang Han Wang
12:31pm - 12:31pm PDT	PRO-V-R1: Reasoning Enhanced Programming Agent for RTL Verification Authors Yujie Zhao Zhijing Wu Boqin Yuan Zhongming Yu Hejia Zhang Wentao Ni Chia-Tung Ho Haoxing Ren Jishen Zhao
12:31pm - 12:32pm PDT	DySL-VLA: Efficient Vision-Language-Action Model Inference via Dynamic-Static Layer-Skipping for Robot Manipulation Authors Zebin Yang Yijiahao Qi Tong Xie Bo Yu Shaoshan Liu Meng Li
12:32pm - 12:32pm PDT	Strix: Re-Thinking NPU Reliability from a System Perspective Authors Jiapeng Guan Jie Zhang Hao Zhou Ran Wei Dean You Hui Wang Yingquan Wang Tinglue Wang Xudong Zhao Jing Li Zhe Jiang
12:32pm - 12:33pm PDT	CODA: A Computation-Data Decoupled Dataflow Paradigm for DNN Computing on NPUs Authors Xiuping Cui Chengrui Zhang Zihao Zheng Xiang Chen Yun (Eric) Liang
12:33pm - 12:33pm PDT	Voyager: An End-to-End Framework for Design-Space Exploration and Generation of DNN Accelerators Authors Kartik Prabhu Jeffrey Yu Xinyuan Pan Zhouhua Xie Abigail Aleshire Zihan Chen Ammar Ratnani Priyanka Raina
12:33pm - 12:34pm PDT	MBA: Mega-Buffer Architecture Based on 1T1C IGZO eDRAM for Efficient LLM Inference Authors Siyuan Chen Ruiqi Chen Jiaqi Li Shiyang Li Ao Shi Yiyang Chen Yi Xiao Zhuohua Tang Lifeng Liu Peng Huang
12:34pm - 12:34pm PDT	Foundry-SRAM-Compatible Compute-Near-Memory Macro for Microscaled Block-FP in 12-nm CMOS Authors Samir Rahman Arun George Shehab Naga Thomas Summe Yipin Guo Siddharth Joshi
12:34pm - 12:35pm PDT	PRS: An Efficient Parallel SAT Framework Authors Zhihan Chen Xindi Zhang Yuhang Qian Congyi Zhang Shaowei Cai
12:35pm - 12:35pm PDT	MATCHA: Efficient Deployment of Deep Neural Networks on Multi-Accelerator Heterogeneous Edge SoCs Authors Enrico Russo Mohamed Hamdi Alessandro Ottaviano Francesco Conti Angelo Garofalo Daniele Jahier Pagliari Maurizio Palesi Luca Benini Alessio Burrello
12:35pm - 12:36pm PDT	STAC: Spatial-Temporal Activation Contextualization for Resilient LLM Inference Authors Rengang Zhang Leyan Wang Zizhen Liu Bin Sun Naixing Wang Cheng Liu Jing Ye Huawei Li
12:36pm - 12:36pm PDT	Bringing Graphs Closer to Memory: Compiler-Driven Data Transfer Reduction in the PIM Accelerator Authors Jisung Pack Junil Kim Mun Seong Park Seok Young Kim Jaehan Park Ilkon Kim Seon Wook Kim
12:36pm - 12:37pm PDT	Pipegs: Unlocking 3DGS Pipeline Parallelism via Hierarchical Reuse and Dynamic Partitioning Authors Xueling Wang Yuzhou Chen Zhican Wang Pan Zhao Renda Jian Yitian Chen Chen Zhang Yang Hu Guanghui He
12:37pm - 12:37pm PDT	UniNL: Unifying Fragmented Non-Linear Operators for Efficient Edge LLM Inference Authors Zhengxuan Hu zhihua fan Shantian Qin Yudong Mu Wenming Li Xiaochun Ye
12:37pm - 12:38pm PDT	Thermal Stability Strategy for a 12nm/28nm Hybrid-Bonding Wafer-on-Wafer 3D-Integrated Eflash In-Memory Computing SoC Authors Guangyao Wang Saiya Wang Yuexi Lv Jenny Ma Jing Kou Yizhe Chen Jinhao Guo Yichen Song Yingming Lu Wang Kang
12:38pm - 12:38pm PDT	Dropping Multiple Literals per SAT Call in IC3 Model Checking Authors Tianjun Bu Zhichao Lyu Qiusong Yang
12:38pm - 12:39pm PDT	Hestia: Hyperthread-Level Scheduling for Cloud Microservices with Interference-Aware Attention Authors Dingyu Yang Fanyong Kong Jie Dai Shiyou Qian Shuangwei Li Jian Cao Guangtao Xue Gang Chen
12:39pm - 12:39pm PDT	Duet: Exploiting High-Order Lossless Sparsity for Bit-Serial Transformer Acceleration via Distribution-Aware Pruning Authors Heng Liao Runzhou Zhang Faxian Sun Yifan Zhang Kejia Shi Haodong Lu Kun Wang
12:39pm - 12:40pm PDT	SpRDA: An Efficient Sparse Accelerator for Robotics Diffusion Model Authors Renda Jian Yuzhou Chen Pan Zhao Yitian Chen Zhican Wang Xueling Wang Chen Zhang Guanghui He
12:40pm - 12:40pm PDT	UNICON: A Unified Reconfigurable Nonlinear Architecture for Efficient Neural Network Inference Authors Xiaofeng Zou Cen Chen Qinyu Wang Zhao Liu Huiping Zhuang Jingcai Guo
12:40pm - 12:41pm PDT	PiMM-NoC: Process-in-Memristor-Memory NoC with RL Mapping Framework for Versatile AI Models Authors Ziang Xie Yaoyu Tao Zelun Pan Haojun Chen Zhiyuan Li Qinghao Wang Zhiming Pan Yihang Zhu Zixiang Luo Yian Yang Guang Mo Kaiwen Long Yaodong Yang Yuchao Yang
12:41pm - 12:41pm PDT	Legend: A Data-Driven Framework for Lemma Generation in Hardware Model Checking Authors Mingkai Miao Guangyu Hu Wei Zhang Hongce Zhang
12:41pm - 12:42pm PDT	Safe-IoT : A Memory-Efficient HW/SW Co-Designed ML-DSA Accelerator for IoT Edge Devices Authors Yan Xu Jingqi Zhang Mengquan Li Xinghua Wang An Wang Liehuang Zhu
12:42pm - 12:42pm PDT	Per Flow Asynchronous Traffic Shaping in Time Sensitive Networking Authors Wenxue Wu Tong Zhang Wanchun Jiang Wufan Wang Zhen Li Fengyuan Ren
12:42pm - 12:43pm PDT	ChiSER: Surrogate-Enhanced Resource-Aware Exploration of Chiplet-Based Deep Neural Network Accelerators Authors Yi-Cheng Lo Siva Satyendra Sahoo
12:43pm - 12:43pm PDT	ORBIS: Output-Guided Token Reduction with Distribution-Aware Matching for Video Diffusion Acceleration Authors Hangyeol Lee Joo-Young Kim
12:43pm - 12:44pm PDT	AHASD: Asynchronous Heterogeneous Architecture for LLM Adaptive Drafting Speculative Decoding on Mobile Devices Authors Zirui Ma zhihua fan Wenxing Li Haibin Wu Fulin Zhang Wenming Li Xiaochun Ye
12:44pm - 12:44pm PDT	Dypamear: Efficient and Scalable Dynamic Graph Pattern Mining on Practical Processing-in-Memory Architecture Authors Yi Zhang Yu Huang Deting Chen Chaoqiang Liu Haifeng Liu Xueqi Li Xiaofei Liao Hai Jin
12:44pm - 12:45pm PDT	Miter-Aware LUT Mapping: Aligning Structure and Solvability for Efficient Logic Equivalence Checking Authors Jiaying Zhu Zhengyuan Shi Mengxia Tao Kezhi Li Min Li Qiang Xu
12:45pm - 12:45pm PDT	Z-Paraswap: Co-Optimizing ZNS Parallelism and Swapping for Heterogeneous Graph Neural Network Authors Shun-Ying Hsieh Tseng-Yi Chen Yuan-Hao Chang
12:45pm - 12:45pm PDT	Scheduling Cause-Effect Chains Without Timing Anomalies in End to End Latency Authors Yixuan Zhu Bo Zhang Yinkang Gao Haoyuan Ren Cheng Tang Zhao Lei Gong teng wang Wenqi Lou Xi Li
12:45pm - 12:46pm PDT	Adahuff-GNN: A Convergency-Aware Adaptive Huffman Compression for Communication Reduction in Distributed GNN Training Authors Zhiyu Sun Jihe Wang zhaohui jia Yuanhua Xiao Linying Wu Danghui Wang
12:46pm - 12:46pm PDT	Relay-GS: Reusing Temporal Sort Information for 4D Gaussian Splatting Acceleration Authors Yeonggeon Kim Seongmin Ki Sangkyu Jeon Sungju Ryu
12:46pm - 12:47pm PDT	Overmind NSA: A Unified Neuro-Symbolic Computing Architecture with Approximate Nonlinear Activations and Preemptive Memory Bypass Authors Weilun Wang Zirui Wang Wantong Li
12:47pm - 12:47pm PDT	Enabling Robust On-Device Personalization via Pulse-Based Mapping and Noise Suppression for Non-Ideal CIM Architecture Authors Yiyang Shi Xinyu Liu Zhenge Jia Shaocong Wang
12:47pm - 12:48pm PDT	Parallel Combinational Equivalence Checking via Sweeping-Based Task Scheduling Authors Zhihan Chen Congyi Zhang Shaohuang Chen MengYu Zhao Shaowei Cai
12:48pm - 12:48pm PDT	PRICE: An Operator Recomputation and Fission Framework for Computation Graphs via Attainable Arithmetic Intensity Authors Minghua Shen Fuyu Wang Zhaoyun Qin
12:48pm - 12:49pm PDT	COLA: Enabling Low-Latency Reads for Flash-Based SSDs via Code Length Adaptation Authors Zhengyao Ding Dingxin Wang Xiaolu Li Patrick P. C. Lee Lingling Song Rui Lu Yichen Zhang Yuchong Hu Dan Feng
12:49pm - 12:49pm PDT	ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift–and-Add and Layer-Wise Hybrid Mapping Authors Huifan Zhang Yun Hu Caizhi Sheng Yurui Qu Pingqiang Zhou
12:49pm - 12:50pm PDT	CODA: Cooperative Register Distribution and Arbitration Among Partitioned GPU Sub-Cores Authors Bo Yuan Sheng Liu Yang Guo Zekun Jiang Jianfeng Cui
12:50pm - 12:50pm PDT	UCME: Unified and Configurable Matrix Extension for Diverse CPU Architectures with Minimal Design Overhead Authors Jinpeng Ye Chongxi Wang Wenqing Li Bin Yuan Shiyi Wang Fenglu Zhang Junyu Yue Jianan Xie Yunhao Ye Haoyu Deng Yingkun Zhou Xin Cheng Fuxin Zhang Jian Wang
12:50pm - 12:51pm PDT	UBFP-IMC: Ultralarge Bit-Width Digital Floating-Point In-Memory Computing Accelerator for Scientific Computing Authors Yongjian Xu Biwei Liu Tianbo Ming Zhenyu Wu Yuanxi Peng
12:51pm - 12:51pm PDT	Parallel Combinational Equivalence Checking Through Factored Form Sharing Authors Nanjiang Qu Cong Tian Nan Zhang Zhenhua Duan
12:51pm - 12:52pm PDT	Exploiting Dependency and Parallelism: Real-Time Scheduling and Analysis for GPU Tasks Authors Yuanhai Zhang Songyang He Ruizhe Gou Mingyue Cui Boyang Li Shuai Zhao Kai Huang
12:52pm - 12:52pm PDT	Beyond Exact: Tight WCET Analysis of GPU Kernels with Branch Divergence Authors Shuai Zhao Chen Jie Yaowei Liang Mingyue Cui Xiaotian Dai Nan Chen
12:52pm - 12:53pm PDT	PREBA: A Hardware/software Co-Design for Multi-Instance GPU Based AI Inference Servers Authors jiin Kim Gwangoo Yeo Yujeong Choi Minsoo Rhu
12:53pm - 12:53pm PDT	TRAM: Training Approximate Multiplier Structures for Low-Power AI Accelerators Authors Chang Meng Hanyu Wang Yuyang Ye Mingfei Yu Wayne Burleson Giovanni De Micheli
12:53pm - 12:54pm PDT	DUET: Disaggregated Hybrid Mamba-Transformer LLMs with Prefill and Decode-Specific Packages Authors Alish Kanani Sangwan Lee Han Lyu Jiahao Lin Jaehyun Park Umit Ogras
12:54pm - 12:54pm PDT	M²CAM: A Multi-Level Memristor-Based Self-Adaptive CAM Architecture for Genome Processing Acceleration Authors Yang Han Lianfeng Yu Teng Zhang Bowen Wang Yihang Zhu Lei Cai Yaoyu Tao Yuchao Yang
12:54pm - 12:55pm PDT	Parallelizing Complementary Approximate Reachability Authors Runxuan Fang Geguang Pu Jianwen Li Hongtai Zhu Yechuan Xia Yi Gao
12:55pm - 12:55pm PDT	Finding Behavior Bugs in IoT Messaging Protocols with Automated Oracle Generation and Monitoring Authors Qingpeng Du Zhengxiong Luo Yuanliang Chen Fuchen Ma Yu Jiang
12:55pm - 12:56pm PDT	SCOUT: Thermal-Aware SRAM Allocation for Real-Time DNN Tasks on Edge TPU Authors Changhun Han Chihun Choi Namseok Lee Kilho Lee Hoon Sung Chwa Sangeun Oh
12:56pm - 12:56pm PDT	An Efficient Heterogeneous Co-Design for Fine-Tuning on a Single GPU Authors Ruijia Yang Zeyi Wen
12:56pm - 12:57pm PDT	MXP: A Posit-Inspired Microscaling Format for Vision-Language Tasks Authors Dohyun Kim Byungkuk Yoon Jehun Lee Juheun Lee Jae-Joon Kim
12:57pm - 12:57pm PDT	Is 2D Gaussian Enough? A Sort-Free 3D Gaussian Splatting Inference Architecture with Geometry Guidance Authors Yuanfang Wang Yu Li Runzhou Zhang Jun Yu Kun Wang
12:57pm - 12:58pm PDT	Leveraging Invariants for Scalable Verification of RISC-V Cryptography Extensions Authors Kim Fahrni Katharina Ceesay-Seitz Denis Zuppiger Kaveh Razavi
12:58pm - 12:58pm PDT	Akirarust: Re-Thinking LLM-Aided Rust Repair Using a Feedback-Guided Thinking Switch Authors Renshuang Jiang Yichong Wang Pan Dong Xiaoxiang Fang Zhenling Duan Tinglue Wang Yuchen Hu Jie Yu Zhe Jiang
12:58pm - 12:59pm PDT	XRel-Graph: Graph Learning-Driven Cross-Layer Reliability Management in Embedded Mixed-Criticality Systems Authors Behnaz Ranjbar Siva Satyendra Sahoo Rohit Yalavarthy Akash Kumar
12:59pm - 12:59pm PDT	Towards Fast and Robust Split Federated Learning over Satellite-Based Computing Networks Authors Yuxin Zhang Haoyu Chen Zheng Lin Wenjun Zhu Ju Ren Jin Zhao Yue Gao Zhe Chen
12:59pm - 1:00pm PDT	Vten: Tensor-Centric Verification Framework for Domain-Specific Accelerators Authors Chanmin Baek Keehyuk Lee Mincheol Cha Somi Hong Xuan Truong Nguyen Hyuk-Jae Lee

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