Microsoft Research Lab - Asia - Microsoft Research: Publications

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Microsoft Research Lab – Asia

Publications

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Publication

ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation

Zongyi Li, Shujie Hu, Shujie Liu, Long Zhou, Jeongsoo Choi, Lingwei Meng, Xun Guo, Jinyu Li, Hefei Ling, Furu Wei

October 2024

October 2024

Publication

IGOR: Image-GOal Representations are the Atomic Control Units for Foundation Models in Embodied AI

Xiaoyu Chen, Junliang Guo, Tianyu He, Chuheng Zhang, Pushi Zhang, Derek Yang, Li Zhao, Jiang Bian

October 2024

Publication

Not All Tokens Are What You Need for Pretraining

Yeyun Gong, Xiao Liu, Yelong Shen, Ruochen Xu, Jian Jiao, Nan Duan, Weizhu Chen

Neural Information Processing Systems | October 2024

Best Paper Runner Up

Publication

Implicit Curriculum in Procgen Made Explicit

Kaixin Wang, Xinchao Wang

October 2024

Publication

BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning

Xiao Yang, Xu Yang, Weiqing Liu, Lewen Wang, Jiang Bian

Neural Information Processing Systems | October 2024

Publication

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval

Di Liu, Meng Chen, Baotong Lu, Huiqiang Jiang, Qianxi Zhang, Qi Chen, Chengruidong Zhang, Bailu Ding, Kai Zhang, Chen Chen, Fan Yang, Yuqing Yang, Lili Qiu

NeurIPS 2025 | September 2024

Best Paper Award | ENLSP NeurIPS Workshop 2024

Publication

Policy Filtration for RLHF to Mitigate Noise in Reward Models

Chuheng Zhang, Wei Shen, Li Zhao, Xuyun Zhang, Xiaolong Xu, Wanchun Dou, Jiang Bian

ICML 2025 | September 2024

Publication

SmartNIC-Enabled Live Migration for Storage-Optimized VMs

Jiechen Zhao, Ran Shu, Lei Qu, Ziyue Yang, Natalie Enright Jerger, Derek Chiou, Peng Cheng, Yongqiang Xiong

APSys | September 2024

Publication

Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely

Siyun Zhao, Yuqing Yang, Zilong Wang, Zhiyuan He, Luna K. Qiu, Lili Qiu

September 2024

September 2024

Publication

Uncover Nested Data Parallelism and Data Reuse in DNN Computation with FractalTensor

Ying Cao, Fan Yang, Mao Yang

September 2024

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