Aashu Singh

Researcher, Facebook

Joined

November 2024

Names

Aashu Singh (Preferred)

Emails

****@meta.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

Facebook (meta.com)

2016 – Present

MS student

Georgia Institute of Technology (gatech.edu)

2014 – 2016

Advisors, Relations & Conflicts

Coworker

Naman Goyal

Present

Coworker

Baosheng He

Present

Coworker

Florian Metze

Present

Coworker

Satya Narayan Shukla

Present

Expertise

Large Language Models

Present

Topic modeling

Present

Extreme large scale classifications

Present

Vision Language Models

Present

Self Supervised Learning

Present

Publications

Detecting AI-Generated Content on Social Media with Multi-modal Language Models
Chenyang Yang, Shen Yan, Yibo Yang, Litao Hu, Yuchen Liu, Yuan Zeng, Hanchao Yu, Yinan Zhu, Sumedha Singla, Brian Vanover, Huijun Qian, Zihao Wang, Fujun Liu, Aashu Singh, Jianyu Wang, Xuewen Zhang
- ACL 2026 Industry Track Poster
- Readers: Everyone
Think Then Embed: Generative Context Improves Multimodal Embedding
Xuanming Cui, Jianpeng Cheng, Hong-you Chen, Satya Narayan Shukla, Abhijeet Awasthi, Xichen Pan, Chaitanya Ahuja, Shlok Kumar Mishra, Yonghuan Yang, Jun Xiao, Qi Guo, Ser-Nam Lim, Aashu Singh, Xiangjun Fan
- CoRR 2025
- Readers: Everyone
RESTRAIN: From Spurious Votes to Signals - Self-Driven RL with Self-Penalization
Zhaoning Yu, Will Su, Leitian Tao, Haozhu Wang, Aashu Singh, Hanchao Yu, Jianyu Wang, Hongyang Gao, Weizhe Yuan, Jason Weston, Ping Yu, Jing Xu
- CoRR 2025
- Readers: Everyone
RESTRAIN: From Spurious Votes to Signals — Self-Training RL with Self-Penalization
ZHAONING YU, Zhaolun Su, Leitian Tao, Haozhu Wang, Aashu Singh, Hanchao Yu, Jianyu Wang, Hongyang Gao, Weizhe Yuan, Jason E Weston, Ping Yu, Jing Xu
- ICLR 2026 Poster
- Readers: Everyone
StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding
Yanlai Yang, Zhuokai Zhao, Satya Narayan Shukla, Aashu Singh, Shlok Kumar Mishra, Lizhu Zhang, Mengye Ren
- Submitted to ICLR 2026
- Readers: Everyone
Think Then Embed: Generative Context Improves Multimodal Embedding
Xuanming Cui, Jianpeng Cheng, Hong-You Chen, Satya Narayan Shukla, Abhijeet Awasthi, Xichen Pan, Chaitanya Ahuja, Shlok Kumar Mishra, Taipeng Tian, Qi Guo, Ser-Nam Lim, Aashu Singh, Xiangjun Fan
- ICLR 2026 Poster
- Readers: Everyone
Transfer between Modalities with MetaQueries
Xichen Pan, Satya Narayan Shukla, Aashu Singh, Zhuokai Zhao, Shlok Kumar Mishra, Jialiang Wang, Zhiyang Xu, Jiuhai Chen, Kunpeng Li, Felix Juefei-Xu, Ji Hou, Saining Xie
- Submitted to ICLR 2026
- Readers: Everyone
Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation
Yubo Wang, Sumit Kumar, Wei Chang, Feng Zhang, Weize Mao, Hanchao Yu, Aashu Singh, Min Li, Qifan Wang
- KDD 2025 ADS Track February
- Readers: Everyone
StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding
Yanlai Yang, Zhuokai Zhao, Satya Narayan Shukla, Aashu Singh, Shlok Kumar Mishra, Lizhu Zhang, Mengye Ren
- CoRR 2025
- Readers: Everyone
Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation
Jiang Zhang, Sumit Kumar, Wei Chang, Yubo Wang, Feng Zhang, Weize Mao, Hanchao Yu, Aashu Singh, Min Li, Qifan Wang
- CoRR 2025
- Readers: Everyone

View all 13 publications

Co-Authors

View all 66 co-authors