📰 Proceedings - International Symposium on Computer Architecture/Proceedings 2025 — accepted papers

Proceedings - International Symposium on Computer Architecture/Proceedings 2025 is the 2025 edition of the Proceedings - International Symposium on Computer Architecture/Proceedings. OpenAlex lists 135 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI ArchitecturesChenggang Zhao, Chengqi Deng, Chong Ruan et al.41 citations · our summary
2. H 2 -LLM: Hardware-Dataflow Co-Exploration for Heterogeneous Hybrid-Bonding-based Low-Batch LLM Inference ↗Cong Li, Yihan Yin, Xintong Wu et al.34 citations
3. WSC-LLM: Efficient LLM Service and Architecture Co-exploration for Wafer-scale Chips ↗Zheng Ming Xu, Dehao Kong, Jiaxin Liu et al.22 citations
4. LIA: A Single-GPU LLM Inference Acceleration with Cooperative AMX-Enabled CPU-GPU Computation and CXL Offloading ↗Hyungyo Kim, Nachuan Wang, Qirong Xia et al.20 citations
5. LUT Tensor Core: A Software-Hardware Co-Design for LUT-Based Low-Bit LLM Inference ↗Zhiwen Mo, Lei Wang, Jianyu Wei et al.18 citations
6. Neo: Towards Efficient Fully Homomorphic Encryption Acceleration using Tensor Core ↗Dian Jiao, Xianglong Deng, Zhiwei Wang et al.18 citations
7. Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization ↗Minsu Kim, Seongmin Hong, Ryeowook Ko et al.17 citations
8. PD Constraint-aware Physical/Logical Topology Co-Design for Network on Wafer ↗Qize Yang, Taiquan Wei, Sihan Guan et al.16 citations
9. RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving ↗Wenqi Jiang, Suvinay Subramanian, Cat Graves et al.16 citations
10. WindServe: Efficient Phase-Disaggregated LLM Serving with Stream-based Dynamic Scheduling ↗Jingqi Feng, Yukai Huang, Rui Zhang et al.16 citations

All accepted papers (135)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI ArchitecturesChenggang Zhao, Chengqi Deng, Chong Ruan et al.41 citations · our summary
2. H 2 -LLM: Hardware-Dataflow Co-Exploration for Heterogeneous Hybrid-Bonding-based Low-Batch LLM Inference ↗Cong Li, Yihan Yin, Xintong Wu et al.34 citations
3. WSC-LLM: Efficient LLM Service and Architecture Co-exploration for Wafer-scale Chips ↗Zheng Ming Xu, Dehao Kong, Jiaxin Liu et al.22 citations
4. LIA: A Single-GPU LLM Inference Acceleration with Cooperative AMX-Enabled CPU-GPU Computation and CXL Offloading ↗Hyungyo Kim, Nachuan Wang, Qirong Xia et al.20 citations
5. LUT Tensor Core: A Software-Hardware Co-Design for LUT-Based Low-Bit LLM Inference ↗Zhiwen Mo, Lei Wang, Jianyu Wei et al.18 citations
6. Neo: Towards Efficient Fully Homomorphic Encryption Acceleration using Tensor Core ↗Dian Jiao, Xianglong Deng, Zhiwei Wang et al.18 citations
7. Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization ↗Minsu Kim, Seongmin Hong, Ryeowook Ko et al.17 citations
8. PD Constraint-aware Physical/Logical Topology Co-Design for Network on Wafer ↗Qize Yang, Taiquan Wei, Sihan Guan et al.16 citations
9. RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving ↗Wenqi Jiang, Suvinay Subramanian, Cat Graves et al.16 citations
10. WindServe: Efficient Phase-Disaggregated LLM Serving with Stream-based Dynamic Scheduling ↗Jingqi Feng, Yukai Huang, Rui Zhang et al.16 citations
11. AiF: Accelerating On-Device LLM Inference Using In-Flash Processing ↗Jaeyong Lee, Hyeunjoo Kim, Sanghun Oh et al.14 citations
12. Meta's Second Generation AI Chip: Model-Chip Co-Design and Productionization Experiences ↗Joel Coburn, Chunqiang Tang, Sameer Abu Asal et al.14 citations
13. REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage Processing ↗Kangqi Chen, Rakesh Nadig, Manos Frouzakis et al.14 citations
14. MoPAC: Efficiently Mitigating Rowhammer with Probabilistic Activation Counting ↗Suhas Vittal, Salman Qazi, Poulami Das et al.13 citations
15. Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression ↗Feng Cheng, Cong Guo, Chiyue Wei et al.12 citations
16. Need for zkSpeed: Accelerating HyperPlonk for Zero-Knowledge Proofs ↗Alhad Daftardar, Jianqiao Mo, Joey Ah-kiow et al.12 citations
17. Chimera: Communication Fusion for Hybrid Parallelism in Large Language Models ↗Le Qin, Junwei Cui, Weilin Cai et al.11 citations
18. Cramming a Data Center into One Cabinet, a Co-Exploration of Computing and Hardware Architecture of Waferscale Chip ↗Xingmao Yu, Dingcheng Jiang, Jinyi Deng et al.11 citations
19. Fair-CO2: Fair Attribution for Cloud Carbon Emissions ↗Leo Han, Jash Kakadia, Benjamin C. Lee et al.11 citations
20. Hybe: GPU-NPU Hybrid System for Efficient LLM Inference with Million-Token Context Window ↗Seungjae Moon, Junseo Cha, Hyunjun Park et al.11 citations
21. ANSMET: Approximate Nearest Neighbor Search with Near-Memory Processing and Hybrid Early Termination ↗Yiwei Li, Yuxin Jin, Boyu Tian et al.10 citations
22. DReX: Accurate and Scalable Dense Retrieval Acceleration via Algorithmic-Hardware Codesign ↗Derrick Quinn, E. Ezgi Yücel, Martin Prammer et al.10 citations
23. Dadu-Corki: Algorithm-Architecture Co-Design for Embodied AI-powered Robotic Manipulation ↗Yiyang Huang, Yuhui Hao, Yu Bo et al.10 citations
24. HeterRAG: Heterogeneous Processing-in-Memory Acceleration for Retrieval-augmented Generation ↗Chaoqiang Liu, Haifeng Liu, Dan Chen et al.10 citations
25. MicroScopiQ: Accelerating Foundational Models through Outlier-Aware Microscaling Quantization ↗Akshat Ramachandran, Souvik Kundu, Tushar Krishna10 citations

See all 135 papers in Proceedings - International Symposium on Computer Architecture/Proceedings 2025 — accepted papers →

📄 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI ArchitecturesProceedings - International Symposium on Computer Architecture/ProceedingsChenggang Zhao, Chengqi Deng, Chong Ruan, et al.2025 · 74 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

⚡GPU & parallel computing (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢DeepSeekHangzhou · China1 work here

works and citations from OpenAlex and our library.

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