Shah, Ankit

1. Plug in the Safety Chip: Enforcing Constraints for LLM-driven Robot Agents
   2023/09/18 by Ziyi Yang, Shreyas Sundara Raman, Yang, Ziyi +5 · 26 citations
   Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
2. CADP: A Novel Dataset for CCTV Traffic Camera based Accident Analysis
   2018/09/16 by Ankit Shah, Jean Baptiste Lamare, Shah, Ankit +5 · 11 citations
   Engineering · Computer Science · #Traffic Prediction and Management Techniques #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications
3. Grounding Complex Natural Language Commands for Temporal Tasks in Unseen Environments
   2023/02/22 by Jason Xinyu Liu, Ziyi Yang, Liu, Jason Xinyu +11 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Natural Language Processing Techniques #Robotics (cs.RO) #Speech and dialogue systems #Topic Modeling
4. MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
   2025/08/28 by Zhenting Wang, Wang, Zhenting, Qi Chang +17 · 22 citations
   Computer Science · #Multi-Agent Systems and Negotiation #Mobile Agent-Based Network Management #Semantic Web and Ontologies
5. Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond
   2024/08/21 by Minghao Liu, Zengfeng Di, Liu, Minghao +29 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Analysis with R #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework
   2022/08/03 by Soumyadeep Hore, Hore, Soumyadeep, Ankit Shah +3 · 3 citations
   Computer Science · #Information and Cyber Security #Network Security and Intrusion Detection #Advanced Malware Detection Techniques
7. Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations
   2023/05/22 by Hao Chen, Chen, Hao, Ankit Shah +15 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
8. LoFT: Local Proxy Fine-tuning For Improving Transferability Of Adversarial Attacks Against Large Language Model
   2023/10/02 by Muhammad A. Shah, Roshan Lal Sharma, Shah, Muhammad Ahmed +22 · 3 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
9. A Closer Look at Weak Label Learning for Audio Events
   2018/04/24 by Ankit Shah, Anurag Kumar, Shah, Ankit +5 · 3 citations
   Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Water Systems and Optimization #electronic engineering #information engineering
10. Content-based Representations of audio using Siamese neural networks
    2017/10/30 by Manocha, Pranay, Badlani, Rohan, Kumar, Anurag +3 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Sound (cs.SD) #electronic engineering #information engineering
11. Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks
    2023/09/29 by Hao Chen, Jindong Wang, Chen, Hao +13 · 2 citations
    Engineering · Neuroscience · Psychology · #Aerospace and Aviation Technology #Motor Control and Adaptation #Human-Automation Interaction and Safety
12. Deep PackGen: A Deep Reinforcement Learning Framework for Adversarial Network Packet Generation
    2023/05/18 by Hore, Soumyadeep, Ghadermazi, Jalal, Paudel, Diwas +3 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. Supervised Bayesian Specification Inference from Demonstrations
    2021/07/06 by Shah, Ankit, Kamath, Pritish, Li, Shen +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
14. Learning Sound Events From Webly Labeled Data
    2018/11/25 by Kumar, Anurag, Shah, Ankit, Raj, Bhiksha +1 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering