Amur Ghose

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Language Modeling

Boolean Satisfiability

Directed Acyclic Graph

Top Venues

Int. J. Approx. Reason.

Publications

Zhanguang Zhang, Didier Chételat, Joseph Cotnareanu, Amur Ghose, Wenyi Xiao, Hui-Ling Zhen, Yingxue Zhang, Jianye Hao, Mark Coates, Mingxuan Yuan
GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection. KDD (2024)
Zhanguang Zhang, Didier Chételat, Joseph Cotnareanu, Amur Ghose, Wenyi Xiao, Hui-Ling Zhen, Yingxue Zhang, Jianye Hao, Mark Coates, Mingxuan Yuan
GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection. CoRR (2024)
Amur Ghose, Pascal Poupart
Contrastive Deterministic Autoencoders For Language Modeling. EMNLP (Findings) (2023)
Amur Ghose, Yingxue Zhang, Jianye Hao, Mark Coates
Spectral Augmentations for Graph Contrastive Learning. AISTATS (2023)
Amur Ghose, Yingxue Zhang, Jianye Hao, Mark Coates
Spectral Augmentations for Graph Contrastive Learning. CoRR (2023)
Amur Ghose, Apurv Gupta, Yaoliang Yu, Pascal Poupart
Batchnorm Allows Unsupervised Radial Attacks. NeurIPS (2023)
Amur Ghose, Vincent Zhang, Yingxue Zhang, Dong Li, Wulong Liu, Mark Coates
Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction. CoRR (2021)
Amur Ghose, Vincent Zhang, Yingxue Zhang, Dong Li, Wulong Liu, Mark Coates
Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction. ICCAD (2021)
Amur Ghose, Abdullah Rashwan, Pascal Poupart
Batch norm with entropic regularization turns deterministic autoencoders into generative models. UAI (2020)
Amur Ghose, Abdullah Rashwan, Pascal Poupart
Batch norm with entropic regularization turns deterministic autoencoders into generative models. CoRR (2020)
Amur Ghose, Priyank Jaini, Pascal Poupart
Learning directed acyclic graph SPNs in sub-quadratic time. Int. J. Approx. Reason. 120 (2020)
Priyank Jaini, Amur Ghose, Pascal Poupart
Prometheus : Directly Learning Acyclic Directed Graph Structures for Sum-Product Networks. PGM (2018)