Georgios Kollias
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
9
Active years
2015–2026
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | ImReasoner: Improving Memory-based Language Models for Reasoning-in-a-Haystack Tasks. | Ching-Yun Ko, Payel Das, Sihui Dai, Georgios Kollias, Subhajit Chaudhury, Aurlie C. Lozano, Pin-Yu Chen |
| 2025 | ACL | Multi-Sense Embeddings for Language Models and Knowledge Distillation. | Qitong Wang, Mohammed J. Zaki, Georgios Kollias, Vasileios Kalantzis |
| 2025 | ACL | EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts. | Subhajit Chaudhury, Payel Das, Sarathkrishna Swaminathan, Georgios Kollias, Elliot Nelson, Khushbu Pahwa, Tejaswini Pedapati, Igor Melnyk, Matthew Riemer |
| 2025 | ICLR | Large Language Models can Become Strong Self-Detoxifiers. | Ching-Yun Ko, Pin-Yu Chen, Payel Das, Youssef Mroueh, Soham Dan, Georgios Kollias, Subhajit Chaudhury, Tejaswini Pedapati, Luca Daniel |
| 2024 | ACL | NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models. | Amit Dhurandhar, Tejaswini Pedapati, Ronny Luss, Soham Dan, Aurlie C. Lozano, Payel Das, Georgios Kollias |
| 2024 | AISTATS | Asynchronous Randomized Trace Estimation. | Vasileios Kalantzis, Shashanka Ubaru, Chai Wah Wu, Georgios Kollias, Lior Horesh |
| 2024 | AISTATS | Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes. | Dongxia Wu, Tsuyoshi Id, Georgios Kollias, Jir Navrtil, Aurlie C. Lozano, Naoki Abe, Yi-An Ma, Rose Yu |
| 2024 | ICML | Larimar: Large Language Models with Episodic Memory Control. | Payel Das, Subhajit Chaudhury, Elliot Nelson, Igor Melnyk, Sarathkrishna Swaminathan, Sihui Dai, Aurlie C. Lozano, Georgios Kollias, Vijil Chenthamarakshan, Jir Navrtil, Soham Dan, Pin-Yu Chen |
| 2023 | ICASSP | Accelerating Matrix Trace Estimation by Aitken's Δ | Vassilis Kalantzis, Georgios Kollias, Shashanka Ubaru, Theodoros Salonidis |
| 2023 | ICASSP | Quantum Graph Transformers. | Georgios Kollias, Vassilis Kalantzis, Theodoros Salonidis, Shashanka Ubaru |
| 2023 | ICASSP | Direction Aware Positional and Structural Encoding for Directed Graph Neural Networks. | Yonas Sium, Georgios Kollias, Tsuyoshi Id, Payel Das, Naoki Abe, Aurlie C. Lozano, Qi Li |
| 2022 | AAAI | Directed Graph Auto-Encoders. | Georgios Kollias, Vasileios Kalantzis, Tsuyoshi Id, Aurlie C. Lozano, Naoki Abe |
| 2022 | IJCAI | Sketch to Skip and Select: Communication Efficient Federated Learning Using Locality Sensitive Hashing. | Georgios Kollias, Theodoros Salonidis, Shiqiang Wang |
| 2021 | ICML | Projection techniques to update the truncated SVD of evolving matrices with applications. | Vasileios Kalantzis, Georgios Kollias, Shashanka Ubaru, Athanasios N. Nikolakopoulos, Lior Horesh, Kenneth L. Clarkson |
| 2015 | GLOBECOM | CORE: A Clustering Optimization Algorithm for Resource Efficiency in LTE-A Networks. | Georgios Kollias, Ferran Adelantado, Kostas Ramantas, Christos V. Verikoukis |
| 2015 | SC | A scalable randomized least squares solver for dense overdetermined systems. | Chander Iyer, Haim Avron, Georgios Kollias, Yves Ineichen, Christopher D. Carothers, Petros Drineas |