ASPS-P11.4
AUTOACC: LLM-DRIVEN IRREGULAR OPERATOR OPTIMIZATION FOR INFERENCE ACCELERATION ON RISC-V EDGE DEVICES
Limin Cheng, Institute of Software, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China; Ke Gao, Institute of Software, Chinese Academy of Sciences, China; Shouxu Kuang, Dongjie Xu, Weijia Li, Institute of Software, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China; Sihan Zhao, Shaohui Peng, Institute of Software, Chinese Academy of Sciences, China; Ling Li, Institute of Software, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China
Session:
ASPS-P11: Edge and Energy-Aware Signal Processing Poster
Track:
Applied Signal Processing Systems [AS]
Location:
Poster Area 32
Presentation Time:
Thu, 7 May, 14:00 - 16:00
Presentation
Discussion
Resources
No resources available.
Session ASPS-P11
ASPS-P11.1: FEDRL-SATOPT: FEDERATED REINFORCEMENT LEARNING FOR JOINT ROUTING AND COMPUTING IN DYNAMIC LEO SATELLITE NETWORKS
Ying Zhang, Beihang University, China; Tianyu Wo, Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beihang University, China; Penglin Yang, Shanxi Vocational University of Engineering Science and Technology, Shanxi, China, China; Xiao Feng, Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beihang University, China
ASPS-P11.2: ENHF-YOLO: ENHANCED HIGH-FREQUENCY DOMAIN FEATURE EXTRACTION OF SMALL TARGETS IN REMOTE SENSING
Baofang Chang, Haoxin Shi, Hu Jin, Guoqi Liu, Liqin Han, Haotian Wei, Peiyan Yuan, Henan Normal University, China
ASPS-P11.3: PINDEFECTNET: A TRANSFORMER FRAMEWORK FOR DETECTING DEFECTS IN MILLIMETER-SCALE POWER LINE LOCKING PINS
Xinying Ge, Hao Gao, Chuangye Wang, Nanjing University of Posts and Telecommunications, China; Xiaoming Xu, Stage Grid Bengbu Power Supply Company, China; Jian Xiong, Nanjing University of Posts and Telecommunications, China; Haidong Hu, China Academy of Space Technology, China
ASPS-P11.4: AUTOACC: LLM-DRIVEN IRREGULAR OPERATOR OPTIMIZATION FOR INFERENCE ACCELERATION ON RISC-V EDGE DEVICES
Limin Cheng, Institute of Software, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China; Ke Gao, Institute of Software, Chinese Academy of Sciences, China; Shouxu Kuang, Dongjie Xu, Weijia Li, Institute of Software, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China; Sihan Zhao, Shaohui Peng, Institute of Software, Chinese Academy of Sciences, China; Ling Li, Institute of Software, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China
ASPS-P11.5: PC2 -MTO: A PRINCIPAL COMPONENT CLUSTERING APPROACH FOR MULTI-TASK OFFLOADING OPTIMIZATION IN IOV
Jinlong Li, Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China, China; Ruonan Li, Department of New Networks, Peng Cheng Laboratory, Shenzhen, China, China; Jie Liu, College of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China, China; Zhaoquan Gu, Department of New Networks, Peng Cheng Laboratory, Shenzhen, China；College of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China, China
ASPS-P11.6: A GAME-THEORETIC APPROACH FOR DISTRIBUTED MEC-ENABLED COLLABORATIVE INFERENCE IN AIGC NETWORKS
Licheng Ye, Harbin Institute of Technology, Shenzhen, and Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen, China; Zehui Xiong, Queen’s University Belfast, United Kingdom of Great Britain and Northern Ireland; Lin Gao, Harbin Institute of Technology, Shenzhen, and Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen, China; Dusit Niyato, Nanyang Technological University, Singapore
ASPS-P11.7: CORM: COARSE-TO-FINE-GRAINED OFFLOADING FOR SMOE LLM INFERENCE ON CONSUMER-GRADE GPU
Ziyang Tao, Jie Peng, Hanqi Zhu, Wuyang Zhang, University of Science and Technology of China, China; Tianlong Chen, The University of North Carolina at Chapel Hill, United States of America; Yanyong Zhang, University of Science and Technology of China, China
ASPS-P11.8: END-END-EDGE COLLABORATIVE FRAMEWORK FOR ADAPTIVE CONTENT-AWARE VIDEO ANALYTICS
Yuanshou Qin, Zebin Wu, Peng Zheng, Yunchang Wang, Chenxin Liu, Nanjing University of Science and Technology, China
ASPS-P11.9: EIVF: EFFICIENT IVFPQ SEARCH FOR ON-DEVICE ARM PROCESSORS
DongHa Bahn, Samsung Electronics, Korea, Republic of
ASPS-P11.10: CD-MTO: A Joint Optimization Framework for Multi-Hop Task Offloading and Energy-Aware Computing in Mobile Edge Networks
Jiale Zhan, Inner Mongolia University, China; Winston Seah, Victoria University of Wellington, New Zealand; Gang Xu, Xiaodong Xu, Inner Mongolia University, China
Contacts