Chandan K. Reddy
- DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to\n evaluate Noise Suppressors
2020/10/28 by Chandan K. Reddy, Reddy, Chandan K A, Vishak Gopal +3 · 62 citations
Engineering · Computer Science · #Structural Health Monitoring Techniques #Acoustic Wave Phenomena Research #Speech and Audio Processing
- DNSMOS P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors
2021/10/05 by Chandan K. Reddy, Vishak Gopal, Reddy, Chandan K A +3 · 53 citations
Computer Science · Engineering · Neuroscience · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Evaluating Large Language Models in Scientific Discovery
2025/12/17 by Zhangde Song, Song, Zhangde, Jieyu Lu +109 · 18 voices · 2 citations
Materials Science · Medicine · Social Sciences · #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods
- LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
2024/04/29 by Parshin Shojaee, Kazem Meidani, Shojaee, Parshin +7 · 30 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Advanced Text Analysis Techniques #Semantic Web and Ontologies
- CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models
2022/05/31 by Akshita Jha, Jha, Akshita, Chandan K. Reddy +1 · 13 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering Research
- Transformer-based Planning for Symbolic Regression
2023/03/13 by Parshin Shojaee, Shojaee, Parshin, Kazem Meidani +5 · 14 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
- Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search
2022/06/14 by Chandan K. Reddy, Lluı́s Màrquez, Reddy, Chandan K. +15 · 11 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Information Retrieval and Search Behavior #Web Data Mining and Analysis
- WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values
2022/11/11 by Amin Nayebi, Sindhu Tipirneni, Nayebi, Amin +7 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
- Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges
2024/12/16 by Chandan K. Reddy, Reddy, Chandan K, Parshin Shojaee +1 · 16 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Text-to-SQL Generation for Question Answering on Electronic Medical Records
2019/07/28 by Ping Wang, Tian Shi, Wang, Ping +3 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Healthcare
- A scalable noisy speech dataset and online subjective test framework
2019/09/17 by Chandan K. Reddy, Reddy, Chandan K. A., Ebrahim Beyrami +9 · 5 citations
Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
2025/04/14 by Parshin Shojaee, Ngoc Thanh Nguyên, Shojaee, Parshin +9 · 20 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models
2018/12/05 by Tian Shi, Yaser Keneshloo, Shi, Tian +5 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models
2023/05/19 by Akshita Jha, Aida Mostafazadeh Davani, Jha, Akshita +9 · 6 citations
Computer Science · #Hate Speech and Cyberbullying Detection
- Machine Learning for Survival Analysis
2019/02/27 by Ping Wang, Yan Li, Chandan K. Reddy · 4 citations
Mathematics · Computer Science · #Statistical Methods and Inference #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
- H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables
2024/06/29 by Nikhil Abhyankar, Abhyankar, Nikhil, Vivek Gupta +5 · 7 citations
Computer Science · Decision Sciences · #Semantic Web and Ontologies #Data Quality and Management #Data Mining Algorithms and Applications
- Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare
2021/05/16 by Chang Lü, Chandan K. Reddy, Lu, Chang +7 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification
2021/03/06 by Ahmadreza Azizi, Azizi, Ahmadreza, Ibrahim Asadullah Tahmid +13 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
- FalseReject: A Resource for Improving Contextual Safety and Mitigating Over-Refusals in LLMs via Structured Reasoning
2025/05/12 by Zhang, Zhehao, Weijie Xu, Xu, Weijie +4 · 8 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information and Cyber Security #Safety Systems Engineering in Autonomy
- StructCoder: Structure-Aware Transformer for Code Generation
2022/06/10 by Sindhu Tipirneni, Tipirneni, Sindhu, Ming Zhu +3 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data
2019/02/01 by Sina Dabiri, Chang‐Tien Lu, Chang-Tien Lu +2 · 2 citations
Computer Science · Engineering · Social Sciences · #Automated Road and Building Extraction #Data Management and Algorithms #Human Mobility and Location-Based Analysis
- Knowledge Graph Enhanced Language Agents for Recommendation
2024/10/25 by Taicheng Guo, Guo, Taicheng, Chaochun Liu +13 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multiagent Systems (cs.MA) #Recommender Systems and Techniques #Topic Modeling
- Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs
2021/10/26 by Nurendra Choudhary, Choudhary, Nurendra, Nikhil Rao +7 · 1 citation
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling
- Supervised Contrastive Learning for Interpretable Long-Form Document Matching
2021/08/20 by Akshita Jha, Jha, Akshita, Vineeth Rakesh +7 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
- Complex Logical Reasoning over Knowledge Graphs using Large Language Models
2023/05/02 by Nurendra Choudhary, Choudhary, Nurendra, Chandan K. Reddy +1 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #F.4.1 #FOS: Computer and information sciences #H.3.3 #I.1.1 #Information Retrieval (cs.IR) #Logic in Computer Science (cs.LO) #Semantic Web and Ontologies #Topic Modeling
- Reasoning Towards Fairness: Mitigating Bias in Language Models through Reasoning-Guided Fine-Tuning
2025/04/08 by Sanchit M. Kabra, Akshita Jha, Kabra, Sanchit +3 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Biased or Flawed? Mitigating Stereotypes in Generative Language Models by Addressing Task-Specific Flaws
2024/12/16 by Akshita Jha, Sanchit M. Kabra, Jha, Akshita +3 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques