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Published Date

Publication

RE#: High Performance Derivative-Based Regex Matching with Intersection, Complement, and Restricted Lookarounds

Ian Erik Varatalu, Margus Veanes, Juhan Ernits

POPL | January 2025

Project

Publication

The DiskANN library: Graph-Based Indices for Fast, Fresh and Filtered Vector Search

Ravishankar Krishnaswamy, Ravishankar Krishnaswamy, M. Manohar, Harsha Simhadri

IEEE Data Eng. Bull. | December 2024, Vol 48: pp. 20-42

Project

Publication

Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs

Ching-An Cheng, Allen Nie, Adith Swaminathan

NeurIPS 2024 | December 2024

NeurIPS Expo Demo

Access

Podcast

Ideas: Economics and computation with Nicole Immorlica

December 5, 2024

When research manager Nicole Immorlica discovered she could use math to make the world a better place for people, she was all in. She discusses working in computer science theory and economics, including studying the…

Publication

Computational Design of Dense Servers for Immersion Cooling

Milin Kodnongbua, Fiodar Kazhamiaka, Daniel S. Berger, Vikram Iyer, Alvin Lebeck, Rodrigo Fonseca, Ricardo Bianchini, Adriana Schulz

SIGGRAPH Asia & ACM Transactions on Graphics | December 2024

Publication

Convergence to Equilibrium of No-regret Dynamics in Congestion Games

Volkan Cevher, Wei Chen, Leello Dadi, Jing Dong, Ioannis Panageas, Stratis Skoulakis, Luca Viano, Baoxiang Wang, Siwei Wang, Jingyu Wu

Conference on Web and Internet Economics (WINE) | December 2024

Publication

Query-Efficient Correlation Clustering with Noisy Oracle

Yuko Kuroki, Atsushi Miyauchi, Francesco Bonchi, Wei Chen

NeurIPS 2024 | December 2024

Publication

Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation

Shangding Gu, Hong Cheng, Hang Dong, Bo Qiao, Si Qin, Qingwei Lin 林庆维

December 2024

Publication

Combinatorial Causal Bandits without Graph Skeleton

Shi Feng, Nuoya Xiong, Wei Chen

Proceedings of the 16th Asian Conference on Machine Learning (ACML) | December 2024

Podcast

Ideas: The journey to DNA data storage

November 19, 2024

Research manager Karin Strauss and members of the DNA Data Storage Project reflect on the path to developing a synthetic DNA–based system for archival data storage, including the recent open-source release of its most powerful…