Publication Differentially Private Synthetic Data via APIs 4: Tabular Data Toan Tran, Arturs Backurs, Zinan Lin, Victor Reis, Li Xiong, Sergey Yekhanin ICML 2026 | July 2026 Project
Publication ELDR: Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE Serving Sang-Jun Choi, Sukmin Cho, Yifan Xiong, Ziyue Yang, Youngjin Kwon, Peng Cheng July 2026 arXiv | July 2026
Publication Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers Ying Fan, Anej Svete, Kangwook Lee June 2026 arXiv | June 2026
Publication HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents Qianchu Liu, Sheng Zhang, Guanghui Qin, Jeya Maria Jose Valanarasu, Maximilian Rokuss, Ming Lu, Timothy Ossowski, Juan Manuel Zambrano Chaves, Cliff Wong, Peniel Argaw, Yashna Hasija, Mu Wei, Wen-wai Yim, Qin Liu, Zilin Jing, Jason Entenmann, Naoto Usuyama, Tristan Naumann, Hoifung Poon June 2026 arXiv | June 2026
Publication From Lab to Fleet: Building and Deploying a Practical Rowhammer Defense in Cloud SoCs Stefan Saroiu, Sujay Yadalam, Alec Wolman, Will Remaklus, Daniel S. Berger, Isaac H. Luna, Ishwar Agarwal, Jay Lorch International Symposium on Computer Architecture | June 2026 Project
Publication Preserving Speech-to-Text LLM Capabilities in Speech-to-Speech Generation Yuxuan Hu, Heng Lu, Ruchao Fan, Yao Qian, Xiaofei Wang, Jian Xue, Heming Wang, Shuohang Wang, Young Jin Kim, Yelong Shen, Jinyu Li June 2026 arXiv | June 2026
Publication LatentRevise: Learning from Zero-Hit Reasoning Yiqiu Guo, Xueting Han, Qi Jia, Guangtao Zhai, Jing Bai June 2026 arXiv | June 2026
Publication Building to the Test: Coding Agents Deliver What You Check, Not What You Requested Yanuo Ma, Ben Kereopa-Yorke, Ben Schultz ArXiv | June 2026, (2606.28430)
Publication ConCent: Contact-Centric Real-to-Sim-to-Real Learning from One Demonstration Heecheol Kim, Namiko Saito, Katsushi Ikeuchi, Yasuyuki Matsushita June 2026 arXiv | June 2026
Publication Mandol: An Agglomerative Agent Memory System for Long-Term Conversations Yuhan Zhang, Zhiyuan Guo, Ziheng Zeng, Wei Wang, Wentao Wu, Lijie Xu June 2026 arXiv | June 2026