Microsoft Research Lab - Asia - Microsoft Research: Publications

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Microsoft Research Lab – Asia

Publications

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Publication

Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement

Qimin Zhong, Hao Liao, Haiming Qin, Mingyang Zhou, Rui Mao, Wei Chen, Naipeng Chao

The 64th Annual Meeting of the Association for Computational Linguistics (ACL), Main Conference | July 2026

Publication

PaT: Planning-after-Trial for Efficient Test-Time Code Generation

Youngsik Yoon, Sungjae Lee, Seockbean Song, Siwei Wang, Wei Chen, Jungseul Ok

The 64th Annual Meeting of the Association for Computational Linguistics (ACL), Main Conference | July 2026

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

LatentRevise: Learning from Zero-Hit Reasoning

Yiqiu Guo, Xueting Han, Qi Jia, Guangtao Zhai, Jing Bai

June 2026

arXiv | June 2026

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

TF-MoE: Time-Frequency Mixture-of-Experts for Efficient Speech Separation

Qinzhe Hu, Chenda Li, Wangyou Zhang, Shujie Liu, Yan Lu, Yanmin Qian

Interspeech 2026 | June 2026

Publication

Deep learning of pretreatment ascites cytopathology for platinum-resistance risk stratification in advanced epithelial ovarian cancer

Yangyang Zhang, Xiaochun Wan, Yongqi Chen, Jianbo Xu, Weijie Wang, Haiming Li, Zhihao Zhang, Yi Luo, Liujia Wang, X. Ju, Xiaohua Wu, Zilong Wang, Bo Ping, Qinhao Guo

Neoplasia (New York, N.Y.) | June 2026, Vol 79

Publication

TriggerBench: Investigating Prospective Memory for Large Language Models

Tianhua Zhang, Xinjiang Wang, Qianxi Zhang, Qi Chen, Kun Li, Yaoqi Chen, Dingdong Wang, Helen M. Meng, Yanchun Lu

June 2026

Publication

Fractured Chain-of-Thought Reasoning

Baohao Liao, Hanze Dong, Yuhui Xu, Doyen Sahoo, C. Monz, Junnan Li, Caiming Xiong

2026 COLM | June 2026

Publication

Sonar-TS: Search-Then-Verify Natural Language Querying for Time Series Databases

Zhao Tan, Yiji Zhao, Shiyu Wang, Chang Xu, Yuxuan Liang, Xiping Liu, Shirui Pan, Ming Jin

ICML 2026 | June 2026

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