Cong Liao

Software Engineer, Ant Group

Joined

September 2021

Names

Cong Liao (Preferred)

Liao Cong

Emails

****@antgroup.com (Confirmed)

Personal Links

Homepage

DBLP

ACL Anthology

Career & Education History

Software Engineer

Ant Group (antgroup.com)

2020 – Present

PhD student

Pennsylvania State University, Pennsylvania State University (ist.psu.edu)

2013 – 2018

MS student

University of Pennsylvania, University of Pennsylvania (upenn.edu)

2011 – 2013

Advisors, Relations & Conflicts

PhD Advisor

Anna Squicciarini

2013 – 2018

Expertise

No areas of expertise listed

Publications

Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code
Ziyin Zhang, Chaoyu Chen, Bingchang Liu, Cong Liao, Zi Gong, Hang Yu, Jianguo Li, Rui Wang
- Accepted by TMLR
- Readers: Everyone
AmortizedPeriod: Attention-based Amortized Inference for Periodicity Identification
Hang Yu, Cong Liao, Ruolan Liu, Jianguo Li, Hu Yun, Xinzhe Wang
- ICLR 2024 poster
- Readers: Everyone
A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud
Siqiao Xue, Chao Qu, Xiaoming Shi, Cong Liao, Shiyi Zhu, Xiaoyu Tan, Lintao Ma, Shiyu Wang, Shijun Wang, Yun Hu, Lei Lei, Yangfei Zheng, Jianguo Li, James Zhang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud
Siqiao Xue, Chao Qu, Xiaoming Shi, Cong Liao, Shiyi Zhu, Xiaoyu Tan, Lintao Ma, Shiyu Wang, Shijun Wang, Yun Hu, Lei Lei, Yangfei Zheng, Jianguo Li, James Zhang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- KDD 2022
- Readers: Everyone
Pyraformer: Low-Complexity Pyramidal Attention for Long-Range Time Series Modeling and Forecasting
Shizhan Liu, Hang Yu, Cong Liao, Jianguo Li, Weiyao Lin, Alex X. Liu, Schahram Dustdar
- Published: 01 Jan 2022, Last Modified: 14 May 2023
- ICLR 2022
- Readers: Everyone
Pyraformer: Low-Complexity Pyramidal Attention for Long-Range Time Series Modeling and Forecasting
Shizhan Liu, Hang Yu, Cong Liao, Jianguo Li, Weiyao Lin, Alex X. Liu, Schahram Dustdar
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Oral
- Readers: Everyone
Detecting Suspicious File Migration or Replication in the Cloud
Adam Bowers, Cong Liao, Douglas Steiert, Dan Lin, Anna Cinzia Squicciarini, Ali R. Hurson
- Published: 01 Jan 2021, Last Modified: 14 May 2023
- IEEE Trans. Dependable Secur. Comput. 2021
- Readers: Everyone
Backdoor Embedding in Convolutional Neural Network Models via Invisible Perturbation
Haoti Zhong, Cong Liao, Anna Cinzia Squicciarini, Sencun Zhu, David J. Miller
- Published: 01 Jan 2020, Last Modified: 14 May 2023
- CODASPY 2020
- Readers: Everyone
Server-Based Manipulation Attacks Against Machine Learning Models
Cong Liao, Haoti Zhong, Sencun Zhu, Anna Cinzia Squicciarini
- Published: 01 Jan 2018, Last Modified: 14 May 2023
- CODASPY 2018
- Readers: Everyone
Backdoor Embedding in Convolutional Neural Network Models via Invisible Perturbation
Cong Liao, Haoti Zhong, Anna Cinzia Squicciarini, Sencun Zhu, David J. Miller
- Published: 01 Jan 2018, Last Modified: 14 May 2023
- CoRR 2018
- Readers: Everyone

View all 16 publications

Co-Authors

View all 41 co-authors