RLALIGN: A Reinforcement Learning Approach for Multiple Sequence Alignment. - Ramchalam Kinattinkara Ramakrishnan; Jaspal Singh; Mathieu Blanchette (BIBE, 2018)

Detection of Errors in Multi-genome Alignments Using Machine Learning Approaches. - Jaspal Singh; Ramchalam Kinattinkara Ramakrishnan; Mathieu Blanchette (BIBE, 2018)

Deep Demosaicing for Edge Implementation. - Ramchalam Kinattinkara Ramakrishnan; Shangling Jui; Vahid Partovi Nia (ICIAR (1), 2019)

Differentiable Mask Pruning for Neural Networks. - Ramchalam Kinattinkara Ramakrishnan; Eyyüb Sari; Vahid Partovi Nia (CoRR, 2019)

Differentiable Mask for Pruning Convolutional and Recurrent Networks. - Ramchalam Kinattinkara Ramakrishnan; Eyyüb Sari; Vahid Partovi Nia (CRV, 2020)

Tensor train decompositions on recurrent networks. - Alejandro Murua; Ramchalam Ramakrishnan; Xinlin Li; Rui Heng Yang; Vahid Partovi Nia (CoRR, 2020)

An Empirical Study of Low Precision Quantization for TinyML. - Shaojie Zhuo; Hongyu Chen; Ramchalam Kinattinkara Ramakrishnan; Tommy Chen; Chen Feng; Yicheng Lin; Parker Zhang; Liang Shen 007 (CoRR, 2022)

Stepping Forward on the Last Mile. - Chen Feng; Jay Zhuo; Parker Zhang; Ramchalam Kinattinkara Ramakrishnan; Zhaocong Yuan; Andrew Zou Li (NeurIPS, 2024)

Stepping Forward on the Last Mile. - Chen Feng; Shaojie Zhuo; Xiaopeng Zhang; Ramchalam Kinattinkara Ramakrishnan; Zhaocong Yuan; Andrew Zou Li (CoRR, 2024)

OmniDraft: A Cross-vocabulary, Online Adaptive Drafter for On-device Speculative Decoding. - Ramchalam Kinattinkara Ramakrishnan; Zhaocong Yuan; Shaojie Zhuo; Chen Feng; Yicheng Lin; Chenzheng Su; Xiaopeng Zhang (CoRR, 2025)

Edge-ASR: Towards Low-Bit Quantization of Automatic Speech Recognition Models. - Chen Feng; Yicheng Lin; Shaojie Zhuo; Chenzheng Su; Ramchalam Kinattinkara Ramakrishnan; Zhaocong Yuan; Xiaopeng Zhang (CoRR, 2025)