Ankit Shah - RankMe

39 papers A* 6B 1Misc 4Journal 25Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	ProRefine: Inference-Time Prompt Refinement with Textual Feedback (Student Abstract). AAAI Deepak Pandita, Tharindu Cyril Weerasooriya, Ankit Shah, Isabelle Diana May-Xin Ng, Christopher M. Homan, Wei Wei
2026	J	`jnl`	Training-Free Agentic AI: Probabilistic Control and Coordination in Multi-Agent LLM Systems. CoRR Mohammad-Parsa Hosseini, Ankit Shah, Saiyra Qureshi, Alex Huang, Connie Miao, Wei Wei
2025	J	`jnl`	Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings. CoRR Ankit Shah, Rita Singh, Bhiksha Raj, Alex Hauptmann
2025	A*	`conf`	Improving Data Efficiency via Curating LLM-Driven Rating Systems. ICLR Jinlong Pang, Jiaheng Wei, Ankit Shah, Zhaowei Zhu, Yaxuan Wang, Chen Qian, Yang Liu, Yujia Bao, Wei Wei
2025	B	`conf`	Improving LLM Retrieval with GraphRAG-SF: Semantic Filtering for Graph-Based RAG Systems. IEEE Big Data Mohammad-Parsa Hosseini, Ankit Shah, Connie Miao, Wei Wei
2025	A*	`conf`	LLM Unlearning via Loss Adjustment with Only Forget Data. ICLR Yaxuan Wang, Jiaheng Wei, Chris Yuhao Liu, Jinlong Pang, Quan Liu, Ankit Shah, Yujia Bao, Yang Liu, Wei Wei
2025	J	`jnl`	MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers. CoRR Zhenting Wang, Qi Chang, Hemani Patel, Shashank Biju, Cheng-En Wu, Quan Liu, Aolin Ding, Alireza Rezazadeh, Ankit Shah, Yujia Bao, Eugene Siow
2024	J	`jnl`	Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond. CoRR Minghao Liu, Zonglin Di, Jiaheng Wei, Zhongruo Wang, Hengxiang Zhang, Ruixuan Xiao, Haoyu Wang, Jinlong Pang, Hao Chen, Ankit Shah, Hongxin Wei, Xinlei He, Zhaowei Zhao, Haobo Wang, Lei Feng, Jindong Wang, James Davis, Yang Liu
2024	J	`jnl`	Did You Hear That? Introducing AADG: A Framework for Generating Benchmark Data in Audio Anomaly Detection. CoRR Ksheeraja Raghavan, Samiran Gode, Ankit Shah, Surabhi Raghavan, Wolfram Burgard, Bhiksha Raj, Rita Singh
2024	Misc	`conf`	Importance of Negative Sampling in Weak Label Learning. ICASSP Ankit Shah, Fuyu Tang, Zelin Ye, Rita Singh, Bhiksha Raj
2024	A*	`conf`	Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations. NeurIPS Hao Chen, Ankit Shah, Jindong Wang, Ran Tao, Yidong Wang, Xiang Li, Xing Xie, Masashi Sugiyama, Rita Singh, Bhiksha Raj
2024	A*	`conf`	Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks. ICLR Hao Chen, Jindong Wang, Ankit Shah, Ran Tao, Hongxin Wei, Xing Xie, Masashi Sugiyama, Bhiksha Raj
2023	Misc	`conf`	An Approach to Ontological Learning from Weak Labels. ICASSP Ankit Shah, Larry Tang, Po Hao Chou, Yi Yu Zheng, Ziqian Ge, Bhiksha Raj
2023	J	`jnl`	Approach to Learning Generalized Audio Representation Through Batch Embedding Covariance Regularization and Constant-Q Transforms. CoRR Ankit Shah, Shuyi Chen, Kejun Zhou, Yue Chen, Bhiksha Raj
2023	J	`jnl`	Importance of negative sampling in weak label learning. CoRR Ankit Shah, Fuyu Tang, Zelin Ye, Rita Singh, Bhiksha Raj
2023	J	`jnl`	Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations. CoRR Hao Chen, Ankit Shah, Jindong Wang, Ran Tao, Yidong Wang, Xing Xie, Masashi Sugiyama, Rita Singh, Bhiksha Raj
2023	J	`jnl`	Improving Perceptual Quality, Intelligibility, and Acoustics on VoIP Platforms. CoRR Joseph Konan, Ojas Bhargave, Shikhar Agnihotri, Hojeong Lee, Ankit Shah, Shuo Han, Yunyang Zeng, Amanda Shu, Haohui Liu, Xuankai Chang, Hamza Khalid, Minseon Gwak, Kawon Lee, Minjeong Kim, Bhiksha Raj
2023	J	`jnl`	LoFT: Local Proxy Fine-tuning For Improving Transferability Of Adversarial Attacks Against Large Language Model. CoRR Muhammad Ahmed Shah, Roshan Sharma, Hira Dhamyal, Raphaël Olivier, Ankit Shah, Joseph Konan, Dareen Alharthi, Hazim T. Bukhari, Massa Baali, Soham Deshmukh, Michael Kuhlmann, Bhiksha Raj, Rita Singh
2023	J	`jnl`	Psychoacoustic Challenges Of Speech Enhancement On VoIP Platforms. CoRR Joseph Konan, Ojas Bhargave, Shikhar Agnihotri, Shuo Han, Yunyang Zeng, Ankit Shah, Bhiksha Raj
2023	J	`jnl`	Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks. CoRR Hao Chen, Jindong Wang, Ankit Shah, Ran Tao, Hongxin Wei, Xing Xie, Masashi Sugiyama, Bhiksha Raj
2022	J	`jnl`	On the pragmatism of using binary classifiers over data intensive neural network classifiers for detection of COVID-19 from voice. CoRR Ankit Shah, Hira Dhamyal, Yang Gao, Rita Singh, Bhiksha Raj
2022	J	`jnl`	Ontological Learning from Weak Labels. CoRR Larry Tang, Po Hao Chou, Yi Yu Zheng, Ziqian Ge, Ankit Shah, Bhiksha Raj
2021	J	`jnl`	An Overview of Techniques for Biomarker Discovery in Voice Signal. CoRR Rita Singh, Ankit Shah, Hira Dhamyal
2021	J	`jnl`	Training image classifiers using Semi-Weak Label Data. CoRR Anxiang Zhang, Ankit Shah, Bhiksha Raj
2019	A*	`conf`	Learning Sound Events from Webly Labeled Data. IJCAI Anurag Kumar, Ankit Shah, Alexander G. Hauptmann, Bhiksha Raj
2018	J	`jnl`	A Closer Look at Weak Label Learning for Audio Events. CoRR Ankit Shah, Anurag Kumar, Alexander G. Hauptmann, Bhiksha Raj
2018	J	`jnl`	Accident Forecasting in CCTV Traffic Camera Videos. CoRR Ankit Shah, Jean-Baptiste Lamare, Tuan Nguyen Anh, Alexander G. Hauptmann
2018	J	`jnl`	Activity Recognition on a Large Scale in Short Videos - Moments in Time Dataset. CoRR Ankit Shah, Harini Kesavamoorthy, Poorva Rane, Pramati Kalwad, Alexander G. Hauptmann, Florian Metze
2018	Misc	`conf`	Content-Based Representations of Audio Using Siamese Neural Networks. ICASSP Pranay Manocha, Rohan Badlani, Anurag Kumar, Ankit Shah, Benjamin Elizalde, Bhiksha Raj
2018	Misc	`conf`	Framework for Evaluation of Sound Event Detection in Web Videos. ICASSP Rohan Badlani, Ankit Shah, Benjamin Elizalde, Anurag Kumar, Bhiksha Raj
2018	J	`jnl`	Learning Sound Events From Webly Labeled Data. CoRR Anurag Kumar, Ankit Shah, Alexander G. Hauptmann, Bhiksha Raj
2018	J	`jnl`	NELS - Never-Ending Learner of Sounds. CoRR Benjamin Elizalde, Rohan Badlani, Ankit Shah, Anurag Kumar, Bhiksha Raj
2017	—	`conf`	An approach for self-training audio event detectors using web data. EUSIPCO Benjamin Elizalde, Ankit Shah, Siddharth Dalmia, Min Hun Lee, Rohan Badlani, Anurag Kumar, Bhiksha Raj, Ian R. Lane
2017	J	`jnl`	Content-based Representations of audio using Siamese neural networks. CoRR Pranay Manocha, Rohan Badlani, Anurag Kumar, Ankit Shah, Benjamin Elizalde, Bhiksha Raj
2017	—	`conf`	DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System. DCASE Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Benjamin Elizalde, Ankit Shah, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
2017	J	`jnl`	Framework for evaluation of sound event detection in web videos. CoRR Rohan Badlani, Ankit Shah, Benjamin Elizalde, Anurag Kumar, Bhiksha Raj
2016	J	`jnl`	An Approach for Self-Training Audio Event Detectors Using Web Data. CoRR Ankit Shah, Rohan Badlani, Anurag Kumar, Benjamin Elizalde, Bhiksha Raj
2016	—	`conf`	Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording. DCASE Benjamin Elizalde, Anurag Kumar, Ankit Shah, Rohan Badlani, Emmanuel Vincent, Bhiksha Raj, Ian R. Lane
2016	J	`jnl`	Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording. CoRR Benjamin Elizalde, Anurag Kumar, Ankit Shah, Rohan Badlani, Emmanuel Vincent, Bhiksha Raj, Ian R. Lane