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Published Date

Publication

Online Scheduling for LLM Inference with KV Cache Constraints

Patrick Jaillet, Jiashuo Jiang, Konstantina Mellou, Marco Molinaro, Chara Podimata, Zijie Zhou

May 2025

Project

Publication

PolySAT: Word-level Bit-vector Reasoning in Z3

Jakob Rath, Clemens Eisenhofer, Daniela Kaufmann, Nikolaj Bjørner, Laura Kov'acs

International Conference on Verified Software: Theories, Tools, and Experiments (VSTTE 2024) | May 2025

Publication

A Scalable Algorithm for Fair Influence Maximization with Unbiased Estimator

Xiaobin Rui, Zhixiao Wang, Hao Peng, Wei Chen, Philip S. Yu

IEEE Transactions on Knowledge and Data Engineering (TKDE) | May 2025

Publication

EyeO: Autocalibrating Gaze Output with Gaze Input for Gaze Typing

Akanksha Saran, Jacob Alber, Cyril Zhang, Ann Paradiso, Danielle Bragg, John Langford

CHI 2025 | April 2025

Publication

RuAG: Learned-rule-augmented Generation for Large Language Models

Yudi Zhang, Pei Xiao, Lu Wang, Chaoyun Zhang, Meng Fang, Yali Du, Yevgeniy Puzyrev, Randolph Yao, Si Qin, Qingwei Lin 林庆维, Mykola Pechenizkiy, Dongmei Zhang, Saravan Rajmohan, Qi Zhang

ICLR’25 | April 2025

Publication

Structural-Entropy-Based Sample Selection for Efficient and Effective Learning

Tianchi Xie, Jiangning Zhu, Guozu Ma, Minzhi Lin, Wei Chen, Weikai Yang, Shixia Liu

Proceedings of the 13th International Conference on Learning Representations (ICLR) | April 2025

Publication

OG-RAG: Ontology-Grounded Retrieval-Augmented Generation For Large Language Models

Peeyush Kumar, Kartik Sharma

April 2025

Github

Microsoft Research Blog

Research Focus: Week of March 24, 2025

March 26, 2025 | Qianhui Wu, Huiqiang Jiang, Xufang Luo, Hao Cheng, Dongsheng Li, Yuqing Yang, Chin-Yew Lin, Lili Qiu, Jianfeng Gao, Yangyu Huang, Tengchao Lv, Lei Cui, Scarlett Li, Furu Wei, Xenofon Foukas, Bozidar Radunovic, Margus Veanes, Sarah Alamdari, Carles Domingo-Enrich, Ava Amini, Kevin Kaichuang Yang, Peter Lee, Ade Famoti, Christopher Bishop

In this issue, we examine a new conversation segmentation method that delivers more coherent and personalized agent conversation, and we review efforts to improve MLLMs’ understanding of geologic maps. Check out the latest research and…

Publication

Refined graph encoder embedding via self-training and latent community recovery

Cencheng Shen, Jonathan Larson, Ha Trinh, Carey E. Priebe

Social Network Analysis and Mining | March 2025

Publication

Multiple Network Embedding for Anomaly Detection in Time Series of Graphs

Guodong Chen, Jesus Arroyo, Avanti Athreya, Joshua Cape, Joshua T. Vogelstein, Youngser Park, Chris White, Jonathan Larson, Weiwei Yang, Carey E. Priebe

Computational Statistics & Data Analysis | March 2025, Vol 203