Callie Hao

Assistant Professor, Georgia Institute of Technology

Joined

May 2021

Names

Callie Hao (Preferred)

Cong Hao

Emails

****@gatech.edu (Confirmed)

****@ece.gatech.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Assistant Professor

Georgia Institute of Technology (gatech.edu)

2022 – Present

Postdoc

University of Illinois, Urbana Champaign (illinois.edu)

2018 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

FPGA

Present

Machine Learning Acceleration

Present

Efficient Machine Learning

Present

Publications

FedRepre: An Efficient and Scalable Federated Learning Framework with Client Representative Mechanism and Specialized Server Architecture
Yitu Wang, Minxue Tang, Hanqiu Chen, Shiyu Li, Qilin Zheng, Cong Guo, Andrew Chang, Callie Hao, Hai Li, Yiran Chen
- MLArchSys 2024 OralPoster
- Readers: Everyone
Edge-LLMs: Edge-Device Large Language Model Competition
Shiwei Liu, Kai Han, Adriana Fernandez-Lopez, AJAY KUMAR JAISWAL, Zahra Atashgahi, Boqian Wu, Edoardo Ponti, Callie Hao, Rebekka Burkholz, Olga Saukh, Lu Yin, Andreas Zinonos, Tianjin Huang, Jared Tanner, Yunhe Wang
- NeurIPS 2024 Competition Track
- Readers: Everyone
Efficient Proxy for NAS is Extensible Now
Yuhong Li, Jiajie Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
ReG-NAS: Graph Neural Network Architecture Search using Regression Proxy Task
Boyi Wei, Cong Hao
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Unsupervised Learning for Combinatorial Optimization with Principled Objective Relaxation
Haoyu Peter Wang, Nan Wu, Hang Yang, Cong Hao, Pan Li
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
hanxue liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Kai Zou, Yu Cheng, Cong Hao, Zhangyang Wang
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Robotic Computing on FPGAs: Current Progress, Research Challenges, and Opportunities
Zishen Wan, Ashwin Sanjay Lele, Bo Yu, Shaoshan Liu, Yu Wang, Vijay Janapa Reddi, Cong Hao, Arijit Raychowdhury
- 2022 (modified: 22 Nov 2022)
- AICAS 2022
- Readers: Everyone
High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing
Nan Wu, Hang Yang, Yuan Xie, Pan Li, Cong Hao
- 2022 (modified: 22 Nov 2022)
- CoRR 2022
- Readers: Everyone
RT-DNAS: Real-Time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation
Qing Lu, Xiaowei Xu, Shunjie Dong, Cong Hao, Lei Yang, Cheng Zhuo, Yiyu Shi
- 2022 (modified: 22 Nov 2022)
- MICCAI (5) 2022
- Readers: Everyone
Hybrid Graph Models for Logic Optimization via Spatio-Temporal Information
Nan Wu, Jiwon Lee, Yuan Xie, Cong Hao
- 2022 (modified: 22 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 92 publications

Co-Authors

View all 167 co-authors