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Published Date

Publication

MeshAgent: Enabling Reliable Network Management with Large Language Models

Yajie Zhou, Kevin Hsieh, Sathiya Kumaran Mani, Srikanth Kandula, Zaoxing Liu

SIGMETRICS’26 | December 2025

Publication

Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation

Enshu Liu, Qian Chen, Xuefei Ning, Shengen Yan, Guohao Dai, Zinan Lin, Yu Wang

NeurIPS 2025 | December 2025

Publication

Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification

Zinan Lin, Enshu Liu, Xuefei Ning, Junyi Zhu, Wenyu Wang, Sergey Yekhanin

NeurIPS 2025 | December 2025

Publication

Struct-Bench: A Benchmark for Differentially Private Structured Text Generation

Shuaiqi Wang, Vikas Raunak, Arturs Backurs, Victor Reis, Pei Zhou, Sihao Chen, Longqi Yang, Zinan Lin, Sergey Yekhanin, Giulia Fanti

NeurIPS 2025 | December 2025

Project

Publication

NOVA: An Agentic Framework for Automated Histopathology Analysis and Discovery

Anurag Vaidya, Felix Meissen, Daniel Coelho de Castro, Shruthi Bannur, Tristan Lazard, Drew F. K. Williamson, Faisal Mahmood, Javier Alvarez-Valle, Stephanie Hyland, Kenza Bouzid

Machine Learning for Health Symposium 2025 | December 2025

Publication

New Future of Work Report 2025

Jenna Butler, Sonia Jaffe, Rebecca Janssen, Nancy Baym, Jake Hofman, Brent Hecht, Sean Rintel, Bahar Sarrafzadeh, Abigail Sellen, Mihaela Vorvoreanu, Jaime Teevan, Mohammed Alsobay, Liz Ankrah, Stephanie Beers, Megan Benzing, Mia Bruch, Zana Buçinca, Mar Carpanelli, Amelia Cole, Scott Counts, Madeleine Daepp, Justin Edwards, Alex Farach, Daniel G. Goldstein, Mary L. Gray, Javier Hernandez, Eric Horvitz, Nicole Immorlica, Kori Inkpen, Shamsi Iqbal, Manasa Jagadeesh, Siân Lindley, Brendan Lucier, Mercy Muchai, Ambrita Nand, Alexandra Olteanu, Jacki O'Neill, Max Peterschmidt, Christian Poelitz, Rabeeza, Nathalie Henry Riche, Advait Sarkar, Sunayana Sitaram, Amanda Snellinger, Jina Suh, John Tang, Lev Tankelevitch, Kiran Tomlinson, Anne Trapasso, Adam D. Troy, Gaurav Verma, Jack Williams, Ben Zorn, Jordana Young

MSR-TR-2025-58 | December 2025

Published by Microsoft

Publication

Mechanism Design for LLM Fine-tuning with Multiple Reward Models

Haoran Sun, Yurong Chen, Siwei Wang, Xu Chu, Wei Chen, Xiaotie Deng

Neural Information Processing Systems (NeurIPS) 2025 | December 2025

Publication

Benchmarking robustness of automated CT pancreas segmentation: achieving human-level reliability through human-in-the-loop optimization

Felipe Oviedo, Felipe Lopez–Ramirez, Florent Tixier, Satomi Kawamoto, Alejandra Blanco, Rahul Dodhia, Ralph H Hruban, Bill Weeks, Juan M. Lavista Ferres, Elliot K Fishman, Linda C Chu

Radiology | December 2025

Project

Publication

Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple Tasks

Susmit Agrawal, Krishn Vishwas Kher, Swarnim Maheshwari, Saksham Mittal, Vineeth N Balasubramanian

NeurIPS 2025 | December 2025

Publication

Synthesize Privacy-Preserving High-Resolution Images via Private Textual Intermediaries

Haoxiang Wang, Zinan Lin, Da Yu, Huishuai Zhang

NeurIPS 2025 | December 2025

Project

Artificial Intelligence

Highlights