Publication RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference Yaoqi Chen, Jin-Kang Zhang, Baotong Lu, Qianxi Zhang, Cheng Zhang, Jing Liu, Jingjia Luo, Di Liu, Huiqiang Jiang, Qi Chen, Bailu Ding, Xiao Yan, Jiawei Jiang, Chen Chen, Mingxing Zhang, Cheng Li, Yuqing Yang, Fan Yang, Mao Yang VLDB Endowment | May 2025, Vol 19(5)
Publication Towards Cloud Efficiency with Large-scale Workload Characterization A. Parayil, Jue Zhang, Xiaoting Qin, Íñigo Goiri, Chetan Bansal ICPE | May 2025
Publication Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Xinjie Zhang, Jintao Guo, Shanshan Zhao, Minghao Fu, Lunhao Duan, Guoxin Wang, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang May 2025 arXiv | May 2025
Publication Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL Jiarui Yao, Yifan Hao, Hanning Zhang, Hanze Dong, Wei Xiong, Nan Jiang, Tong Zhang NeurIPS 2025 | May 2025
Publication Computer-Aided Detection (CADe) of Small Metastatic Prostate Cancer Lesions on 3D PSMA PET Volumes Using Multi-Angle Maximum Intensity Projections Amirhosein Toosi, Sara Harsini, Ghasemali Divband, François Bénard, Carlos F. Uribe, Felipe Oviedo, Rahul Dodhia, Bill Weeks, Juan M. Lavista Ferres Cancers | May 2025 Project
Publication Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale datasets for Responsible LLMs Sai Krishna Mendu, Harish Yenala, Aditi Gulati, Shanu Kumar, Parag Agrawal International Joint Conference on Artificial Intelligence | May 2025
Publication Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning Jiaru Zhang, Rui Ding, Qiang Fu, Huang Bojun, Zizhen Deng, Yang Hua, Haibing Guan, Shi Han, Dongmei Zhang Artificial Intelligence and Statistics 2025 | May 2025
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 Efficient Vocabulary-Free Fine-Grained Visual Recognition in the Age of Multimodal LLMs Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N Balasubramanian TMLR | May 2025, Vol 2025
Publication Automated Service Design with Cerulean (Project Showcase) Vaastav Anand, Alok Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Las-Casas, Ricardo Bianchini, Rodrigo Fonseca 2025 IEEE/ACM International Workshop on Cloud Intelligence & AIOps (AIOps) | May 2025, pp. 1-3