Research Publications 226 publications Date 4 Sep 25 4 September 2025 Title Improving cosmological reach of LIGO usingDeep Loop Shaping Authors Jonas Buchli, Brendan Tracey, Justin Chiu, Matthias Lochbrunner, Craig Donner, Roland Hafner, Martin Riedmiller Venue Science Date 3 Sep 25 3 September 2025 Title RoboBallet: Planning for Multi-Robot Reaching with Graph Neural Networks and Reinforcement Learning Authors Matthew Lai, Keegan Go, Zhibin Li, Torsten Kroger, Stefan Schaal, Kelsey Allen, Jonathan Scholz Venue Science Robotics Date 1 Aug 25 1 August 2025 Title Visual Intention Grounding for Egocentric Assistants Authors Pengzhan Sun, Junbin Xiao, Tze Ho Elden Tse, Yicong Li, Arjun Akula, Angela Yao Venue ICCV 2025 Date 16 Jul 25 16 July 2025 Title Dialogues Between Technologists and the Art Worlds Authors Piotr Mirowski, Rida Qadri Venue British Council Position Papers Date 13 Jul 25 13 July 2025 Title SLIM: ONE-SHOT QUANTIZED SPARSE PLUS LOW-RANK APPROXIMATION OF LLMS Authors Mohammad Mozaffari*, Amir Yazdanbakhsh, Maryam Mehri Dehnavi* Venue ICML 2025 Date 1 Jul 25 1 July 2025 Title Rethinking Example Selection in the Era of Million-Token Models Authors Arjun Akula, Kazuma Hashimoto, krishnaps , Aditi Chaudhary, Karthik Raman, bemike Venue arXiv Date 26 Jun 25 26 June 2025 Title Performance Prediction for Large Systems via Text-to-Text Regression Authors Yash Akhauri, Bryan Lewandowski, Cheng-Hsi Lin, Adrian N. Reyes, Grant C. Forbes, Arissa Wongpanich, Bangding Yang, Mohamed S. Abdelfattah, Sagi Perel, Xingyou Song Venue arXiv Date 23 Jun 25 23 June 2025 Title LIA: Cost-efficient LLM Inference Acceleration with Intel Advanced Matrix Extensions and CXL Authors Hyungyo Kim*, Nachuan Wang*, Qirong Xia*, Jinghan Huang*, Amir Yazdanbakhsh, Nam Sung Kim* Venue ISCA 2025 Date 20 Jun 25 20 June 2025 Title AuPair: Golden Example Pairs for Code Repair Authors Aditi Mavalankar, Hassan Mansoor, Zita Marinho, Masha Samsikova, Tom Schaul Venue ICML 2025 Date 1 Jun 25 1 June 2025 Title Bridging Algorithmic Information Theory and Machine Learning, Part II: Clustering, Density Estimation, Kolmogorov Complexity-Based Kernels, and Kernel Learning in Unsupervised Learning Authors Marcus Hutter Venue Physica D - Nonlinear Phenomena Date 1 May 25 1 May 2025 Title Proactive Agents for Multi-Turn Text-to-Image Generation Under Uncertainty Authors Meera Hahn, Wenjun Zeng, Nithish Kannen, Rich Galt, Kartikeya Badola, Been Kim, Zi Wang Venue ICML 2025 Date 29 Apr 25 29 April 2025 Title Prompting with Phonemes: Enhancing LLM Multilinguality for non-Latin Scripts Authors Hoang H. Nguyen, Khyati Mahajan, Vikas Yadav, Julian Salazar, Philip S. Yu, Masoud Hashemi, Rishabh Maheshwary Venue NAACL 2025 Date 28 Apr 25 28 April 2025 Title Flow-Lenia: Emergent evolutionary dynamics in mass conservative continuous cellular automata Authors Erwan Plantec, Gautier Hamon, Mayalen Etcheverry, Bert Wang-Chak Chan, Pierre-Yves Oudeyer, Clément Moulin-Frier Venue Artificial Life (journal) Date 26 Apr 25 26 April 2025 Title Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA Authors Sangmin Bae, Adam Fisch, Hrayr Harutyunyan, Ziwei Ji, Seungyeon Kim, Tal Schuster Venue ICLR 2025 Date 26 Apr 25 26 April 2025 Title Generative Ghosts: Anticipating Benefits and Risks of AI Afterlives Authors Meredith Ringel Morris and Jed R. Brubaker Venue ACM CHI 2025 Date 26 Apr 25 26 April 2025 Title Toward Understanding In-context vs. In-weight Learning Authors Bryan Chan*, Xinyi Chen, Andras Gyorgy, Dale Schuurmans Venue ICLR 2025 Date 24 Apr 25 24 April 2025 Title MELODI: Exploring Memory Compression for Long Contexts Authors Yinpeng Chen, DeLesley Hutchins, Aren Jansen, Andrey Zhmoginov, David Racz, Jesper Andersen Venue ICLR 2025 Date 22 Apr 25 22 April 2025 Title Societal and technological progress as sewing an ever-growing, ever-changing, patchy, and polychrome quilt Authors Joel Z. Leibo, Alexander Sasha Vezhnevets, William A. Cunningham, Sébastien Krier, Manfred Diaz, Simon Osindero Venue Other-blogs-talks-books Date 8 Apr 25 8 April 2025 Title TxGemma: Efficient and Agentic LLMs for Therapeutics Authors Eric Wang, Samuel Schmidgall, Paul F. Jaeger, Fan Zhang, Rory Pilgrim, Yossi Matias, Joelle Barral, David Fleet, Shekoofeh Azizi Venue arXiv Date 1 Apr 25 1 April 2025 Title Effective Kernel Fuzzing with Learned White-box Test Mutators Authors Sishuai Gong, Wang Rui, Deniz Altinbüken, Pedro Fonseca, Petros Maniatis Venue ASPLOS 2025 (Fall Cycle) Page 1 (first page) Page 2 … Page 12 (last page)