Nonlinear system identification using a cuckoo search optimized adaptive Hammerstein model. - Akhilesh Gotmare; Rohan Patidar; Nithin V. George (Expert Syst. Appl., 2015)

Unsupervised robust nonparametric learning of hidden community properties. - Mikhail A. Langovoy; Akhilesh Gotmare; Martin Jaggi; Suvrit Sra (CoRR, 2017)

Swarm and evolutionary computing algorithms for system identification and filter design: A comprehensive review. - Akhilesh Gotmare; Sankha Subhra Bhattacharjee; Rohan Patidar; Nithin V. George (Swarm Evol. Comput., 2017)

Using Mode Connectivity for Loss Landscape Analysis. - Akhilesh Gotmare; Nitish Shirish Keskar; Caiming Xiong; Richard Socher (CoRR, 2018)

A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation. - Akhilesh Gotmare; Nitish Shirish Keskar; Caiming Xiong; Richard Socher (ICLR (Poster), 2019)

Unsupervised robust nonparametric learning of hidden community properties. - Mikhail A. Langovoy; Akhilesh Gotmare; Martin Jaggi (Math. Found. Comput., 2019)

GeDi: Generative Discriminator Guided Sequence Generation. - Ben Krause; Akhilesh Deepak Gotmare; Bryan McCann; Nitish Shirish Keskar; Shafiq R. Joty; Richard Socher; Nazneen Fatema Rajani (EMNLP (Findings), 2021)

Align before Fuse: Vision and Language Representation Learning with Momentum Distillation. - Junnan Li 001; Ramprasaath R. Selvaraju; Akhilesh Gotmare; Shafiq R. Joty; Caiming Xiong; Steven Chu-Hong Hoi (NeurIPS, 2021)

Cascaded Fast and Slow Models for Efficient Semantic Code Search. - Akhilesh Deepak Gotmare; Junnan Li 001; Shafiq R. Joty; Steven C. H. Hoi (CoRR, 2021)

CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning. - Hung Le 003; Yue Wang 034; Akhilesh Deepak Gotmare; Silvio Savarese; Steven Chu-Hong Hoi (NeurIPS, 2022)

CodeT5+: Open Code Large Language Models for Code Understanding and Generation. - Yue Wang 034; Hung Le 003; Akhilesh Gotmare; Nghi D. Q. Bui; Junnan Li 001; Steven C. H. Hoi (EMNLP, 2023)

Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models. - Akhilesh Deepak Gotmare; Junnan Li 001; Shafiq Joty; Steven C. H. Hoi (ESEC/SIGSOFT FSE, 2023)

CodeTF: One-stop Transformer Library for State-of-the-art Code LLM. - Nghi D. Q. Bui; Hung Le 003; Yue Wang 034; Junnan Li 001; Akhilesh Deepak Gotmare; Steven C. H. Hoi (CoRR, 2023)

PerfCodeGen: Improving Performance of LLM Generated Code with Execution Feedback. - Yun Peng 003; Akhilesh Deepak Gotmare; Michael R. Lyu; Caiming Xiong; Silvio Savarese; Doyen Sahoo (Forge@ICSE, 2025)