Dimitris Papailiopoulos
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
5
Active years
2023–2025
Best venue rank
A*
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | How Well Can Transformers Emulate In-Context Newton's Method? | Angeliki Giannou, Liu Yang, Tianhao Wang, Dimitris Papailiopoulos, Jason D. Lee |
| 2025 | ICLR | From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data. | Zheyang Xiong, Vasilis Papageorgiou, Kangwook Lee, Dimitris Papailiopoulos |
| 2025 | ICML | VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data. | Thomas Zeng, Shuibai Zhang, Shutong Wu, Christian Classen, Daewon Chae, Ethan Ewer, Minjae Lee, Heeju Kim, Wonjun Kang, Jackson Kunde, Ying Fan, Jungtaek Kim, Hyung Il Koo, Kannan Ramchandran, Dimitris Papailiopoulos, Kangwook Lee |
| 2025 | ICML | Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries. | Junhyuck Kim, Jongho Park, Jaewoong Cho, Dimitris Papailiopoulos |
| 2025 | ICML | Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges. | Nayoung Lee, Ziyang Cai, Avi Schwarzschild, Kangwook Lee, Dimitris Papailiopoulos |
| 2025 | ICML | Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition. | Zheyang Xiong, Ziyang Cai, John Cooper, Albert Ge, Vasilis Papageorgiou, Zack Sifakis, Angeliki Giannou, Ziqian Lin, Liu Yang, Saurabh Agarwal, Grigorios Chrysos, Samet Oymak, Kangwook Lee, Dimitris Papailiopoulos |
| 2024 | ICLR | Teaching Arithmetic to Small Transformers. | Nayoung Lee, Kartik Sreenivasan, Jason D. Lee, Kangwook Lee, Dimitris Papailiopoulos |
| 2024 | ICLR | Looped Transformers are Better at Learning Learning Algorithms. | Liu Yang, Kangwook Lee, Robert D. Nowak, Dimitris Papailiopoulos |
| 2024 | ICML | CHAI: Clustered Head Attention for Efficient LLM Inference. | Saurabh Agarwal, Bilge Acun, Basil Hosmer, Mostafa Elhoushi, Yejin Lee, Shivaram Venkataraman, Dimitris Papailiopoulos, Carole-Jean Wu |
| 2024 | ICML | Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks. | Jongho Park, Jaeseung Park, Zheyang Xiong, Nayoung Lee, Jaewoong Cho, Samet Oymak, Kangwook Lee, Dimitris Papailiopoulos |
| 2023 | ACL | Prompted LLMs as Chatbot Modules for Long Open-domain Conversation. | Gibbeum Lee, Volker Hartmann, Jongho Park, Dimitris Papailiopoulos, Kangwook Lee |
| 2023 | COLT | The Expressive Power of Tuning Only the Normalization Layers. | Angeliki Giannou, Shashank Rajput, Dimitris Papailiopoulos |
| 2023 | ICML | Looped Transformers as Programmable Computers. | Angeliki Giannou, Shashank Rajput, Jy-yong Sohn, Kangwook Lee, Jason D. Lee, Dimitris Papailiopoulos |
| 2023 | ICML | Transformers as Algorithms: Generalization and Stability in In-context Learning. | Yingcong Li, Muhammed Emrullah Ildiz, Dimitris Papailiopoulos, Samet Oymak |