MK
Mohammad Kachuee
cs.LGcs.AIcs.CLstat.MLcs.NEAlgorithmscs.CYMachine Learningbehavioral interventioncs.HC
On Valency
published · living versionsW_jcrhtzgt·v1 · currentpublished
MAS-Guard: Unified Guardrails from Individual Agents to Multi-Agent LLM Systems
with Phu Mon Htut, Sheng Li, Nikolaos Pappas, Miguel Ballesteros Martinez +3
1 version
Preprints & journals
29 papers in the corpus · 2016–2025TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning2509.25760v2 · Zhepei Wei, Xiao Yang, Kai Sun et al.2025 · 0 citationsarXiv
Knowledge Extraction on Semi-Structured Content: Does It Remain Relevant for Question Answering in the Era of LLMs?2509.25107v1 · Kai Sun, Yin Huang, Srishti Mehra et al.2025 · 1 citationarXiv
PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning2507.18857v1 · Mohammad Kachuee, Teja Gollapudi, Minseok Kim et al.2025 · 0 citationsarXiv
ConfRAG: Confidence-Guided Retrieval-Augmenting Generation2506.07309v3 · Yin Huang, Yifan Ethan Xu, Kai Sun et al.2025 · 0 citationsarXiv
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation2412.03573v1 · Mohammad Kachuee, Sarthak Ahuja, Vaibhav Kumar et al.2024 · 1 citationCOLING 2025
LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems2407.12016v1 · Jisoo Mok, Mohammad Kachuee, Shuyang Dai et al.2024 · 4 citationsarXiv
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs2405.12933v2 · Bilgehan Sel, Priya Shanmugasundaram, Mohammad Kachuee et al.2024 · 5 citationsarXiv
GrounDial: Human-norm Grounded Safe Dialog Response Generation2402.08968v1 · Siwon Kim, Shuyang Dai, Mohammad Kachuee et al.2024 · 1 citationarXiv
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems2306.04823v1 · Ting-Wei Wu, Fatemeh Sheikholeslami, Mohammad Kachuee et al.2023 · 0 citationsarXiv
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems2305.10528v1 · Sarthak Ahuja, Mohammad Kachuee, Fateme Sheikholeslami et al.2023 · 0 citationsarXiv
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems2209.08429v1 · Mohammad Kachuee, Sungjin Lee2022 · 3 citationsarXiv
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems2204.07135v1 · Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja et al.2022 · 2 citationsarXiv
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data2204.01916v1 · Zixuan Ke, Mohammad Kachuee, Sungjin Lee2022 · 5 citationsarXiv
Generative Imputation and Stochastic Prediction.32894706 · Kachuee, Mohammad, Karkkainen, Kimmo, Goldstein, Orpaz et al.2022 · 29 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(3):1278-1288
Leveraging Social Media Activity and Machine Learning for HIV and Substance Abuse Risk Assessment: Development and Validation Study.33900200 · Ovalle, Anaelia, Goldstein, Orpaz, Kachuee, Mohammad et al.2021 · 32 citationsJournal of medical Internet research. 2021;23(4):e22042
Real-Time Decentralized knowledge Transfer at the Edge2011.05961v4 · Orpaz Goldstein, Mohammad Kachuee, Derek Shiell et al.2020 · 2 citationsarXiv
TAPER: Time-Aware Patient EHR Representation.32287023 · Darabi, Sajad, Kachuee, Mohammad, Fazeli, Shayan et al.2021 · 73 citationsIEEE journal of biomedical and health informatics. 2020;24(11):3268-3275
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents2010.11230v2 · Mohammad Kachuee, Hao Yuan, Young-Bum Kim et al.2020 · 26 citationsarXiv
Group-Connected Multilayer Perceptron Networks1912.09600v3 · Mohammad Kachuee, Sajad Darabi, Shayan Fazeli et al.2019 · 1 citationarXiv
Cost-Sensitive Feature-Value Acquisition Using Feature Relevance1912.08281v2 · Kimmo Karkkainen, Mohammad Kachuee, Orpaz Goldstein et al.2019 · 0 citationsarXiv
Unsupervised Representation for EHR Signals and Codes as Patient Status Vector1910.01803v1 · Sajad Darabi, Mohammad Kachuee, Majid Sarrafzadeh2019 · 3 citationsarXiv
Target-Focused Feature Selection Using a Bayesian Approach1909.06772v1 · Orpaz Goldstein, Mohammad Kachuee, Kimmo Karkkainen et al.2019 · 3 citationsarXiv
Non-invasive Blood Pressure Estimation Using Phonocardiogram1905.02312v1 · Amirhossein Esmaili, Mohammad Kachuee, Mahdi Shabany2019 · 37 citations2017 IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-4. IEEE, 2017
Cost-Sensitive Diagnosis and Learning Leveraging Public Health Data1902.07102v2 · Mohammad Kachuee, Kimmo Karkkainen, Orpaz Goldstein et al.2019 · 5 citationsarXiv
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams1901.00243v2 · Mohammad Kachuee, Orpaz Goldstein, Kimmo Karkkainen et al.2019 · 19 citationsInternational Conference on Learning Representations (ICLR), 2019
Dynamic Feature Acquisition Using Denoising Autoencoders.30530370 · Kachuee, Mohammad, Darabi, Sajad, Moatamed, Babak et al.2020 · 24 citationsIEEE transactions on neural networks and learning systems. 2019;30(8):2252-2262
Predicting the effects of epidural stimulation to improve hand function in patients with spinal cord injury: An active learning-based solution using dynamic sample weighting10.1101/341719v1 · Kachuee, M., Hoffman, H., Moore, L. D. et al.2018 · 0 citationsbioRxiv
Complex Event Processing of Health Data in Real-time to Predict Heart Failure Risk and Stress1707.04364v1 · Sandeep Singh Sandha, Mohammad Kachuee, Sajad Darabi2017 · 11 citationsarXiv
Cuffless Blood Pressure Estimation Algorithms for Continuous Health-Care Monitoring.27323356 · Kachuee, Mohammad, Kiani, Mohammad Mahdi, Mohammadzade, Hoda et al.2017 · 620 citationsIEEE transactions on bio-medical engineering. 2017;64(4):859-869
Career total: 46 works. 29 are in this corpus.
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