Guoqing Zheng

Researcher, Percepta AI

Joined

March 2017

Names

Guoqing Zheng

Emails

****@cs.cmu.edu (Confirmed)

****@microsoft.com (Confirmed)

****@percepta.ai (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Percepta AI (percepta.ai)

2025 – Present

Principal Researcher

Microsoft Research (microsoft.com)

2018 – 2025

PhD student

Carnegie Mellon University (cmu.edu)

2012 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Not All Thoughts Matter: Selective Attention for Efficient Reasoning
Hao Tang, Guoqing Zheng, Kanishk Gandhi, Harkirat Behl, Vaishnavi Shrivastava, Mojan Javaheripi, Kevin Ellis, Shivam Garg, Dimitris Papailiopoulos
- FoRLM 2025
- Readers: Everyone
Not All Thoughts Matter: Selective Attention for Efficient Reasoning
Hao Tang, Guoqing Zheng, Kanishk Gandhi, Harkirat Behl, Vaishnavi Shrivastava, Mojan Javaheripi, Kevin Ellis, Shivam Garg, Dimitris Papailiopoulos
- NeurIPS 2025 ER Workshop
- Readers: Everyone
Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings
Yehya Farhat, Hamza ElMokhtar Shili, Fangshuo Liao, Chen Dun, Mirian Del Carmen Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Dimitrios Dimitriadis, Anastasios Kyrillidis
- NeurIPS 2025 poster
- Readers: Everyone
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
Chen Dun, Mirian Del Carmen Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim
- R0-FoMo Poster
- Readers: Everyone
FedJETs: Efficient Just-In-Time Personalization with Federated Mixture of Experts
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis
- R0-FoMo Poster
- Readers: Everyone
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
Chen Dun, Mirian Del Carmen Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim
- Submitted to ICLR 2024
- Readers: Everyone
FedJETs: Efficient Just-In-Time Personalization with Federated Mixture of Experts
Chen Dun, Mirian Del Carmen Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis
- Submitted to ICLR 2024
- Readers: Everyone
Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance
Xuchao Zhang, Menglin Xia, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Rühle
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive Learning
Ziyu Jiang, Guoqing Zheng, Yu Cheng, Ahmed Hassan Awadallah, Zhangyang Wang
- Accepted by TMLR
- Readers: Everyone
MetaXL: Meta representation transformation for low-resource cross-lingual learning
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah
- 04 Jul 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 21 publications

Co-Authors

View all 62 co-authors