Dr. Kunal Dhaiya

Kunal Dahiya, Dinesh Singh and C. Krishna Mohan, "Automatic detection of bike-riders without helmet using surveillance videos in real-time," IJCNN 2016

Kunal Dahiya, Deepak Saini, Anshul Mittal, Ankush Shaw, Kushal Dave, Akshay Soni, Himanshu Jain, Sumeet Agarwal, and Manik Varma. DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents. WSDM 2021. https://doi.org/10.1145/3437963.3441810

Anshul Mittal, Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, and Manik Varma. DECAF: Deep Extreme Classification with Label Features. WSDM 2021. https://doi.org/10.1145/3437963.3441807

Kunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar and Manik Varma. SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels. ICML 2021.

Kunal Dahiya, Nilesh Gupta, Deepak Saini, Akshay Soni, Yajun Wang, Kushal Dave, Jian Jiao, Gururaj K, Prasenjit Dey, Amit Singh, Deepesh Hada, Vidit Jain, Bhawna Paliwal, Anshul Mittal, Sonu Mehta, Ramachandran Ramjee, Sumeet Agarwal, Purushottam Kar, and Manik Varma. NGAME: Negative Mining-aware Mini-batching for Extreme Classification. WSDM 2023 https://doi.org/10.1145/3539597.3570392

Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar and Manik Varma. Multi-modal extreme classification. CVPR 2022.

Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino and Hirozumi Yamaguchi. "Identification and Analysis of a Unique Cell Selection Phenomenon in Public Unlicensed Cellular Networks Through Machine Learning," in IEEE Access, vol. 10, pp. 87282-87301, 2022, DOI: 10.1109/ACCESS.2022.3199409.

Srikant Manas Kala, Kunal Dahiya, Vanlin Sathya, Teruo Higashino and Hirozumi Yamaguchi. LTE-LAA cell selection through operator data learning and numerosity reduction. Pervasive and Mobile Computing, Volume 83, 2022, 101586, ISSN 1574-1192. https://doi.org/10.1016/j.pmcj.2022.101586.

Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Hirozumi Yamaguchi and Aya Hagishima. "Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters". SMARTCOMP 2022. DOI: 10.1109/SMARTCOMP55677.2022.00078

Betty Lala, Amogh Biju, Vanshita, Anmol Rastogi, Kunal Dahiya, Srikant Manas Kala and Aya Hagishima. The Challenge of Multiple Thermal Comfort Prediction Models: Is TSV Enough? Buildings 2023, 13, 890. https://doi.org/10.3390/buildings13040890

Kunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, and Manik Varma. Deep Encoders with Auxiliary Parameters for Extreme Classification. KDD 2023. https://doi.org/10.1145/3580305.3599301

Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya and Aya Hagishima. "Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters". IEEE SMC 2024. DOI: 10.1109/SMC53654.2022.9945533.

Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino and Hirozumi Yamaguchi, "Mitigating Trade-Off in Unlicensed Network Optimization Through Machine Learning and Context Awareness". IEEE Access, vol. 11, pp. 7873-7891, 2023, DOI: 10.1109/ACCESS.2023.3235882

Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, and Manik Varma. Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation. WSDM 2018.

Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino and Hirozumi Yamaguchi. Optimizing Unlicensed Coexistence Network Performance Through Data Learning. MobiQuitous 2021. https://doi.org/10.1007/978-3-030-94822-1_8