Arshdeep Sekhon

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 27

Top Topics

Gene Regulation

Gaussian Graphical Models

Directed Acyclic

Language Processing

Top Venues

Publications

Arshdeep Sekhon, Hanjie Chen, Aman Shrivastava, Zhe Wang, Yangfeng Ji, Yanjun Qi
Improving Interpretability via Explicit Word Interaction Graph Layer. CoRR (2023)
Arshdeep Sekhon, Hanjie Chen, Aman Shrivastava, Zhe Wang, Yangfeng Ji, Yanjun Qi
Improving Interpretability via Explicit Word Interaction Graph Layer. AAAI (2023)
Arshdeep Sekhon, Zhe Wang, Yanjun Qi
Beyond Data Samples: Aligning Differential Networks Estimation with Scientific Knowledge. AISTATS (2022)
Zhe Wang, Jake Grigsby, Arshdeep Sekhon, Yanjun Qi
ST-MAML : A stochastic-task based method for task-heterogeneous meta-learning. UAI (2022)
Arshdeep Sekhon, Yangfeng Ji, Matthew B. Dwyer, Yanjun Qi
White-box Testing of NLP models with Mask Neuron Coverage. CoRR (2022)
Arshdeep Sekhon, Yangfeng Ji, Matthew B. Dwyer, Yanjun Qi
White-box Testing of NLP models with Mask Neuron Coverage. NAACL-HLT (Findings) (2022)
Zhe Wang, Jake Grigsby, Arshdeep Sekhon, Yanjun Qi
ST-MAML: A Stochastic-Task based Method for Task-Heterogeneous Meta-Learning. CoRR (2021)
Sanchit Sinha, Hanjie Chen, Arshdeep Sekhon, Yangfeng Ji, Yanjun Qi
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing. CoRR (2021)
Sanchit Sinha, Hanjie Chen, Arshdeep Sekhon, Yangfeng Ji, Yanjun Qi
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing. BlackboxNLP@EMNLP (2021)
Paola Cascante-Bonilla, Arshdeep Sekhon, Yanjun Qi, Vicente Ordonez
Evolving Image Compositions for Feature Representation Learning. CoRR (2021)
Paola Cascante-Bonilla, Arshdeep Sekhon, Yanjun Qi, Vicente Ordonez
Evolving Image Compositions for Feature Representation Learning. BMVC (2021)
Arshdeep Sekhon, Zhe Wang, Yanjun Qi
Relate and Predict: Structure-Aware Prediction with Jointly Optimized Neural DAG. CoRR (2021)
Jack Lanchantin, Tom Weingarten, Arshdeep Sekhon, Clint Miller, Yanjun Qi
Transfer learning for predicting virus-host protein interactions for novel virus sequences. BCB (2021)
Arshdeep Sekhon, Beilun Wang, Zhe Wang, Yanjun Qi
Differential Network Learning Beyond Data Samples. CoRR (2020)
Jack Lanchantin, Arshdeep Sekhon, Yanjun Qi
Neural Message Passing for Multi-Label Classification. CoRR (2019)
Jack Lanchantin, Arshdeep Sekhon, Yanjun Qi
Neural Message Passing for Multi-label Classification. ECML/PKDD (2) (2019)
Beilun Wang, Arshdeep Sekhon, Yanjun Qi
Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure. AISTATS (2018)
Arshdeep Sekhon, Ritambhara Singh, Yanjun Qi
DeepDiff: Deep-learning for predicting Differential gene expression from histone modifications. CoRR (2018)
Beilun Wang, Arshdeep Sekhon, Yanjun Qi
A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models. CoRR (2018)
Arshdeep Sekhon, Ritambhara Singh, Yanjun Qi
DeepDiff: DEEP-learning for predicting DIFFerential gene expression from histone modifications. Bioinform. 34 (17) (2018)
Beilun Wang, Arshdeep Sekhon, Yanjun Qi
A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models. ICML (2018)
Ritambhara Singh, Jack Lanchantin, Arshdeep Sekhon, Yanjun Qi
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin. CoRR (2017)
Ritambhara Singh, Arshdeep Sekhon, Kamran Kowsari, Jack Lanchantin, Beilun Wang, Yanjun Qi
GaKCo: A Fast Gapped k-mer String Kernel Using Counting. ECML/PKDD (1) (2017)
Ritambhara Singh, Jack Lanchantin, Arshdeep Sekhon, Yanjun Qi
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin. NIPS (2017)
Beilun Wang, Arshdeep Sekhon, Yanjun Qi
Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure. CoRR (2017)
Jack Lanchantin, Arshdeep Sekhon, Ritambhara Singh, Yanjun Qi
Prototype Matching Networks for Large-Scale Multi-label Genomic Sequence Classification. CoRR (2017)
Ritambhara Singh, Arshdeep Sekhon, Kamran Kowsari, Jack Lanchantin, Beilun Wang, Yanjun Qi
GaKCo: a Fast GApped k-mer string Kernel using COunting. CoRR (2017)