Gerasimos Gerogiannis

18 papers A* 8A 2B 1Journal 6Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	GRANII: Selection and Ordering of Primitives in GRAph Neural Networks using Input Inspection. CGO Damitha Lenadora, Vimarsh Sathia, Gerasimos Gerogiannis, Serif Yesil, Josep Torrellas, Charith Mendis
2025	A*	`conf`	COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning. ICML Chamika Sudusinghe, Gerasimos Gerogiannis, Damitha Lenadora, Charles Block, Josep Torrellas, Charith Mendis
2025	J	`jnl`	COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning. CoRR Chamika Sudusinghe, Gerasimos Gerogiannis, Damitha Lenadora, Charles Block, Josep Torrellas, Charith Mendis
2025	A*	`conf`	DECA: A Near-Core LLM Decompression Accelerator Grounded on a 3D Roofline Model. MICRO Gerasimos Gerogiannis, Stijn Eyerman, Evangelos Georganas, Wim Heirman, Josep Torrellas
2025	J	`jnl`	DECA: A Near-Core LLM Decompression Accelerator Supporting Out-of-Order Invocation. CoRR Gerasimos Gerogiannis, Stijn Eyerman, Evangelos Georganas, Wim Heirman, Josep Torrellas
2025	A*	`conf`	MeshSlice: Efficient 2D Tensor Parallelism for Distributed DNN Training. ISCA Hyoungwook Nam, Gerasimos Gerogiannis, Josep Torrellas
2025	A*	`conf`	Micro-MAMA: Multi-Agent Reinforcement Learning for Multicore Prefetching. MICRO Charles Block, Gerasimos Gerogiannis, Josep Torrellas
2025	A*	`conf`	NetSparse: In-Network Acceleration of Distributed Sparse Kernels. MICRO Gerasimos Gerogiannis, Dimitrios Merkouriadis, Charles Block, Annus Zulfiqar, Filippos Tofalos, Muhammad Shahbaz, Josep Torrellas
2024	A	`conf`	Distributed-Memory Parallel Algorithms for Sparse Matrix and Sparse Tall-and-Skinny Matrix Multiplication. SC Isuru Ranawaka, Md Taufique Hussain, Charles Block, Gerasimos Gerogiannis, Josep Torrellas, Ariful Azad
2024	J	`jnl`	Distributed-Memory Parallel Algorithms for Sparse Matrix and Sparse Tall-and-Skinny Matrix Multiplication. CoRR Isuru Ranawaka, Md Taufique Hussain, Charles Block, Gerasimos Gerogiannis, Josep Torrellas, Ariful Azad
2024	A*	`conf`	HotTiles: Accelerating SpMM with Heterogeneous Accelerator Architectures. HPCA Gerasimos Gerogiannis, Sriram Aananthakrishnan, Josep Torrellas, Ibrahim Hur
2024	J	`jnl`	Practical Online Reinforcement Learning for Microprocessors With Micro-Armed Bandit. IEEE Micro Gerasimos Gerogiannis, Josep Torrellas
2024	—	`conf`	Two-Face: Combining Collective and One-Sided Communication for Efficient Distributed SpMM. ASPLOS (2) Charles Block, Gerasimos Gerogiannis, Charith Mendis, Ariful Azad, Josep Torrellas
2023	B	`conf`	Characterizing the Scalability of Graph Convolutional Networks on Intel ISPASS Matthew Joseph Adiletta, Jesmin Jahan Tithi, Emmanouil-Ioannis Farsarakis, Gerasimos Gerogiannis, Robert Adolf, Robert Benke, Sidharth Kashyap, Samuel Hsia, Kartik Lakhotia, Fabrizio Petrini, Gu-Yeon Wei, David Brooks
2023	J	`jnl`	Input-sensitive dense-sparse primitive compositions for GNN acceleration. CoRR Damitha Lenadora, Vimarsh Sathia, Gerasimos Gerogiannis, Serif Yesil, Josep Torrellas, Charith Mendis
2023	A*	`conf`	Micro-Armed Bandit: Lightweight & Reusable Reinforcement Learning for Microarchitecture Decision-Making. MICRO Gerasimos Gerogiannis, Josep Torrellas
2023	A*	`conf`	SPADE: A Flexible and Scalable Accelerator for SpMM and SDDMM. ISCA Gerasimos Gerogiannis, Serif Yesil, Damitha Lenadora, Dingyuan Cao, Charith Mendis, Josep Torrellas
2022	J	`jnl`	Deep Reinforcement Learning Acceleration for Real-Time Edge Computing Mixed Integer Programming Problems. IEEE Access Gerasimos Gerogiannis, Michael K. Birbas, Aimilios Leftheriotis, Eleftherios Mylonas, Nikolaos Tzanis, Alexios N. Birbas