Published at ACL, EMNLP, NAACL, EACL, COLM, TMLR, ICML, NeurIPS, and ICLR. Citation metrics from Google Scholar, as of October 2026. Full list on the publications page.
Grouped by research thread, newest first. See also Google Scholar and the BibTeX file. Highlights in red are from my CV; most-cited rankings are from Paper Digest.
Retrieval and Knowledge · Code Generation and Software Engineering · Grounded: Maps and Spatial Agents · Grounded: Charts and Visual Data Agents · Grounded: Web and Computer-Use Agents · Safety, Security, and Trust · Other ML and NLP
@misc{jahin2026kgfm,
title = {{Same Knowledge, Different Graph: Knowledge-Graph Foundation Models Are Not Schema-Invariant}},
author = {Jahin, Md Abrar and Parvez, Md Rizwan},
howpublished = {Under review},
year = {2026}
}
@inproceedings{wasi2026mina,
title = {{Mina: A Multilingual LLM-Powered Legal Assistant Agent for Empowering Access to Justice in Bangladesh}},
author = {Wasi, Azmine Toushik and Faisal, Wahid and Islam, Mst Rafia and Parvez, Md Rizwan},
booktitle = {Findings of ACL 2026},
year = {2026}
}
@inproceedings{saparkhan2026cotpot,
title = {{Self-Consistency from Only Two Samples: CoT-PoT Ensembling for Efficient LLM Reasoning}},
author = {Saparkhan, Raman and Hawasly, Majd and Parvez, Md Rizwan and Raza, Mohammad},
booktitle = {Findings of ACL 2026},
year = {2026}
}
@inproceedings{wasi2026drhouse,
title = {{Is There a Dr. House in the Machine? A Survey of Clinical and Diagnostic Reasoning in LLM-based Medical Agents}},
author = {Wasi, Azmine Toushik and Rahman, Abdur and Islam, Riashat and Parvez, Md Rizwan},
booktitle = {Findings of AACL 2026},
year = {2026}
}
@inproceedings{lekssays20254ctechniquerag,
title = {{TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text}},
author = {Lekssays, Ahmed and Shukla, Utsav and Sencar, Husrev Taha and Parvez, Md Rizwan},
booktitle = {Findings of ACL 2025},
year = {2025}
}
@inproceedings{musleh2025drvqa,
title = {{DR-VQA: Large-Language-Model-based Vision Question Answering System on Diabetic Retinopathy}},
author = {Musleh, Saleh and Al-Absi, Hamada R. H. and Parvez, Md Rizwan and Pai, Anant and Salih, Ghassan and Alam, Tanvir},
booktitle = {TENCON 2025},
year = {2025}
}
@inproceedings{parvez2024evidence,
title = {{Chain of Evidences and Evidence to Generate: Prompting for Context-Grounded and Retrieval-Augmented Reasoning}},
author = {Parvez, Md Rizwan},
booktitle = {KnowledgeNLP Workshop at NAACL 2025},
year = {2025}
}
@inproceedings{shayekh2024openrag,
title = {{Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models}},
author = {Islam, Shayekh Bin and Rahman, Md Asib and Hossain, K S M Tozammel and Hoque, Enamul and Joty, Shafiq and Parvez, Md Rizwan},
booktitle = {Findings of EMNLP 2024},
year = {2024}
}
@misc{Wang2023filco,
title = {{Learning to Filter Context for Retrieval-Augmented Generation}},
author = {Wang, Zhiruo and Araki, Jun and Jiang, Zhengbao and Parvez, Md Rizwan and Neubig, Graham},
howpublished = {Pre-print},
year = {2023}
}
@inproceedings{parvez2022ret-privacy,
title = {{Retrieval-Enhanced Data Augmentation for Question Answering on Privacy Policies}},
author = {Parvez, Md Rizwan and Chi, Jianfeng and Ahmad, Wasi Uddin and Tian, Yuan and Chang, Kai-Wei},
booktitle = {EACL 2023},
year = {2023}
}
@inproceedings{sadatetal2023delucionqa,
title = {{DelucionQA: Detecting Hallucinations in Domain-specific Question Answering}},
author = {Sadat, Mobashir and Zhou, Zhengyu and Lange, Lukas and Araki, Jun and others and Parvez, Md Rizwan and Feng, Zhe},
booktitle = {Findings of EMNLP 2023},
year = {2023}
}
@inproceedings{parvez2021evaluating,
title = {{Evaluating the Values of Sources in Transfer Learning}},
author = {Parvez, Md Rizwan and Chang, Kai-Wei},
booktitle = {NAACL 2021},
year = {2021}
}
@inproceedings{parvez2019robust,
title = {{Robust Text Classifier on Test-Time Budgets}},
author = {Parvez, Md Rizwan and Bolukbasi, Tolga and Chang, Kai-Wei and Saligrama, Venkatesh},
booktitle = {EMNLP 2019},
year = {2019}
}
@misc{hosain20254xolver,
title = {{Xolver: Multi-Agent Generalist Problem Solving with Holistic Experience Learning}},
author = {Hosain, Md Tanzib and Rahman, Salman and Morol, Md Kishor and Parvez, Md Rizwan},
howpublished = {AI4Math Workshop at ICML 2026; under review},
year = {2026}
}
@misc{dihan2026swexplorer,
title = {{SWE-Xplorer: Iterative Tree Search with Cross-Path Reconciliation for Autonomous Software Engineering}},
author = {Dihan, Mahir Labib and Hashem, Tanzima and Ali, Mohammed Eunus and Parvez, Md Rizwan},
howpublished = {Under review},
year = {2026}
}
@misc{hosain2026brace,
title = {{BRACE: An R Benchmark for Rigorous Biomedical Data Science Code Search}},
author = {Hosain, Md Tanzib and Wasi, Azmine Toushik and Rahman, Salman and Islam, Md Mofijul and Moni, Mohammad Ali and Ali, Mohammed Eunus and Naseem, Usman and Parvez, Md Rizwan},
howpublished = {Under review},
year = {2026}
}
@misc{hosain2026swediscussion,
title = {{SWE-Discussion: Collaborative Multi-Agent Discussion for Software Issue Resolution}},
author = {Hosain, Md Tanzib and Shifat, Shadril Hassan and Sultana, Jahin and Parvez, Md Rizwan},
howpublished = {Under review},
year = {2026}
}
@misc{hosain20254xolver,
title = {{Xolver: Multi-Agent Generalist Problem Solving with Holistic Experience Learning}},
author = {Hosain, Md Tanzib and Rahman, Salman and Morol, Md Kishor and Parvez, Md Rizwan},
howpublished = {AI4Math Workshop at ICML 2026; under review},
year = {2026}
}
@misc{islam2026vibeswebench,
title = {{VibeSweBench: Can AI Co-Worker Agents Do Real-World Software Engineering by Vibe Coding?}},
author = {Islam, Md. Ashraful and Ali, Mohammed Eunus and Du, Xiaoning and Parvez, Md Rizwan},
howpublished = {DL4C Workshop at ICML 2026; under review},
year = {2026}
}
@misc{islam2026prreview,
title = {{Can AI Coding Agents Do Real-World PR Reviews?}},
author = {Islam, Md. Ashraful and Dey, Satak Kumar and Barua, Sukarna and Ali, Mohammed Eunus and Parvez, Md Rizwan},
howpublished = {Pre-print},
year = {2026}
}
@inproceedings{masud2026reward,
title = {{Reward Engineering for Software Tasks: A Survey of Reinforcement Learning Approaches}},
author = {Masud, Md Rayhanul and Wasi, Azmine Toushik and Rahman, Salman and Parvez, Md Rizwan},
booktitle = {Findings of EMNLP 2026},
year = {2026}
}
@inproceedings{mondal2026qubo,
title = {{QuantumQUBO Agent: Automating Quadratic Unconstrained Binary Optimization (QUBO) Formulation Generation from Natural Language}},
author = {Mondal, Niloy Kumar and Parvez, Md Rizwan},
booktitle = {AI4Research Workshop at ICML 2026},
year = {2026}
}
@inproceedings{islam2025codesim,
title = {{CodeSim: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging}},
author = {Islam, Md Ashraful and Ali, Mohammed Eunus and Parvez, Md Rizwan},
booktitle = {Findings of NAACL 2025},
year = {2025}
}
@inproceedings{islam2024mapcoder,
title = {{MapCoder: Multi-Agent Code Generation for Competitive Problem Solving}},
author = {Islam, Md Ashraful and Ali, Mohammed Eunus and Parvez, Md Rizwan},
booktitle = {ACL 2024},
year = {2024}
}
@inproceedings{khan2023xcodeeval,
title = {{xCodeEval: An Execution-based Large-Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval}},
author = {Khan, Mohammad Abdullah Matin and Bari, M Saiful and Do, Xuan Long and Wang, Weishi and Parvez, Md Rizwan and Joty, Shafiq},
booktitle = {ACL 2024},
year = {2024}
}
@inproceedings{parvez2021retrieval,
title = {{Retrieval Augmented Code Generation and Summarization}},
author = {Parvez, Md Rizwan and Ahmad, Wasi Uddin and Chakraborty, Saikat and Ray, Baishakhi and Chang, Kai-Wei},
booktitle = {Findings of EMNLP 2021},
year = {2021}
}
@inproceedings{parvez2018building,
title = {{Building Language Models for Text with Named Entities}},
author = {Parvez, Md Rizwan and Chakraborty, Saikat and Ray, Baishakhi and Chang, Kai-Wei},
booktitle = {ACL 2018},
year = {2018}
}
@misc{nguyen2026hippospatial,
title = {{HippoSpatial: Relational Scene Graph for Multi-View Spatial Reasoning}},
author = {Nguyen, Tien Anh and Ali, Mohammed Eunus and Cheema, Muhammad Aamir and Hashem, Tanzima and Parvez, Md Rizwan},
howpublished = {Under review},
year = {2026}
}
@misc{faisal2026frontierspatial,
title = {{FrontierSpatial: Holistic Evaluation of Spatial Reasoning in Multimodal Large Language Models}},
author = {Faisal, Wahid and Wasi, Azmine Toushik and Ali, Mohammed Eunus and Parvez, Md Rizwan},
howpublished = {AI4Math Workshop at ICML 2026; under review},
year = {2026}
}
@article{nguyen2026urbanagentbench,
title = {{UrbanAgentBench: Evaluating Multimodal Agents for Real-World Urban Task Solving in Fragmented Spatial Environments}},
author = {Nguyen, Tien Anh and Ali, Mohammed Eunus and Cheema, Muhammad Aamir and Hashem, Tanzima and Parvez, Md Rizwan},
journal = {In submission to TMLR},
year = {2026}
}
@inproceedings{wasi2026timespot,
title = {{TimeSpot: Benchmarking Geo-Temporal Understanding in Vision-Language Models in Real-World Settings}},
author = {Wasi, Azmine Toushik and Ridoy, Shahriyar Zaman and Hasan, S. M. Muhtasimul and Tonmoy, Koushik Ahamed and Tshering, Kinga and Faisal, Wahid and Mohiuddin, Tasnim and Parvez, Md Rizwan},
booktitle = {ICML 2026},
year = {2026}
}
@inproceedings{wasi2026spatialab,
title = {{SpatiaLab: Can Vision-Language Models Perform Spatial Reasoning in the Wild?}},
author = {Wasi, Azmine Toushik and Faisal, Wahid and Rahman, Abdur and Anik, Mahfuz Ahmed and Shahriar, Munem and Topu, Mohsin Mahmud and Meem, Sadia Tasnim and Priti, Rahatun Nesa and Mitu, Sabrina Afroz and Hoque, Md. Iqramul and Ridoy, Shahriyar Zaman and Ali, Mohammed Eunus and Hawasly, Majd and Raza, Mohammad and Parvez, Md Rizwan},
booktitle = {ICLR 2026},
year = {2026}
}
@inproceedings{ananto2026compassllm,
title = {{CompassLLM: A Chain-of-Thought Prompting Approach toward Geo-Spatial Reasoning for Popular Path Discovery and Synthesis Using LLMs}},
author = {Fatin, Shamit and Ananto, Md Nazmul Islam and Ali, Mohammed Eunus and Parvez, Md Rizwan},
booktitle = {Findings of ACL 2026},
year = {2026}
}
@inproceedings{hasan2025mapagent,
title = {{MapAgent: A Hierarchical Agent for Geospatial Reasoning with Dynamic Map Tool Integration}},
author = {Hasan, Md Hasebul and Dihan, Mahir Labib and Ali, Mohammed Eunus and Parvez, Md Rizwan},
booktitle = {Findings of EACL 2026},
year = {2026}
}
@inproceedings{wasi2026spatialsurvey,
title = {{Spatial Reasoning in Multimodal Foundation Models: A Survey of Spatial Understanding in LLMs and VLMs}},
author = {Wasi, Azmine Toushik and Rahman, Md. Masudur and Rahman, Abdur and Topu, Mohsin Mahmud and Ali, Mohammed Eunus and Islam, Riashat and Parvez, Md Rizwan},
booktitle = {AACL 2026},
year = {2026}
}
@inproceedings{ridoy2026geosurvey,
title = {{Geo-spatial and Geo-temporal Reasoning in Vision-Language and Large Language Models: A Review}},
author = {Ridoy, Shahriyar Zaman and Wasi, Azmine Toushik and Tonmoy, Koushik Ahamed and Parvez, Md Rizwan},
booktitle = {AACL 2026},
year = {2026}
}
@inproceedings{wasi2026worldmodels,
title = {{Large Language and Vision-Language Models as World Models: A Survey}},
author = {Wasi, Azmine Toushik and Meem, Sadia Tasnim and Islam, Riashat and Parvez, Md Rizwan},
booktitle = {Findings of AACL 2026},
year = {2026}
}
@inproceedings{dihan2025mapeval,
title = {{MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models}},
author = {Dihan, Mahir Labib and Hassan, MD Tanvir and Parvez, Md Tanvir and Hasan, Md Hasebul and Alam, Md Almash and Cheema, Muhammad Aamir and Ali, Mohammed Eunus and Parvez, Md Rizwan},
booktitle = {ICML 2025},
year = {2025}
}
@inproceedings{dihan2025mapqator,
title = {{MapQaTor: A System for Efficient Annotation of Map Query Datasets}},
author = {Dihan, Mahir Labib and Ali, Mohammed Eunus and Parvez, Md Rizwan},
booktitle = {ACL 2025 System Demonstrations},
year = {2025}
}
@misc{wasi2026deepvisualmath,
title = {{DeepVisualMath: Comprehensive Evaluation of Visual Mathematical Reasoning in Large Multimodal Models}},
author = {Wasi, Azmine Toushik and Faisal, Wahid and Ali, Mohammed Eunus and Parvez, Md Rizwan},
howpublished = {Under review},
year = {2026}
}
@misc{nazi2026omnimodal,
title = {{Omni-Modal Dissonance Benchmark: Systematically Breaking Modality Consensus to Probe Robustness and Calibrated Abstention}},
author = {Nazi, Zabir Al and Dipta, Shubhashis Roy and Parvez, Md Rizwan},
howpublished = {A2A-MML, CViW, and KnowledgeMR Workshops at CVPR 2026; under review},
year = {2026}
}
@misc{masry2026chartvideo,
title = {{ChartQA-Video: Long-Context Spatio-Temporal Reasoning for Data Animations}},
author = {Masry, Ahmed and Thakkar, Megh and Chowdhury, Nafis Tahmid and Parvez, Md Rizwan and Hoque, Enamul},
howpublished = {Under review},
year = {2026}
}
@misc{ahmed2026chartorchestra,
title = {{ChartOrchestra: Automating Sub-Agents in Agentic Orchestration for Chart Reasoning}},
author = {Ahmed, Sheikh Tanvir and Arefeen, Md Adnan and Parvez, Md Rizwan},
howpublished = {Under review},
year = {2026}
}
@inproceedings{azad2025theart,
title = {{The Art of Saying 'Maybe': A Conformal Lens for Uncertainty Benchmarking in VLMs}},
author = {Azad, Asif and Hossain, Mohammad Sadat and Shanto, MD Sadik Hossain and Rahman, M Saifur and Parvez, Md Rizwan},
booktitle = {Findings of EACL 2026},
year = {2026}
}
@inproceedings{dashboardqa,
title = {{DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards}},
author = {Kartha, Aaryaman and Masry, Ahmed and Islam, Mohammed Saidul and others and Parvez, Md Rizwan and Hoque, Enamul and Joty, Shafiq},
booktitle = {Findings of EACL 2026},
year = {2026}
}
@misc{paul2026videolights,
title = {{VideoLights: Cross-Modal Cross-Task Transformer for Joint Video Highlight Detection and Moment Retrieval}},
author = {Parvez, Md Rizwan and Paul, Dhiman and Mohammed, Nabeel and Rahman, Shafin},
howpublished = {Pre-print},
year = {2025}
}
@inproceedings{masry20254chartqapro,
title = {{ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering}},
author = {Masry, Ahmed and Islam, Mohammed Saidul and Ahmed, Mahir and others and Parvez, Md Rizwan and Hoque, Enamul and Joty, Shafiq},
booktitle = {Findings of ACL 2025},
year = {2025}
}
@inproceedings{saiful2024datanarrative,
title = {{DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts}},
author = {Islam, Mohammed Saidul and Laskar, Md Tahmid Rahman and Parvez, Md Rizwan and Hoque, Enamul and Joty, Shafiq},
booktitle = {EMNLP 2024},
year = {2024}
}
@inproceedings{masry2024chartinstruct,
title = {{ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning}},
author = {Masry, Ahmed and Shahmohammadi, Mehrad and Parvez, Md Rizwan and Hoque, Enamul and Joty, Shafiq},
booktitle = {Findings of ACL 2024},
year = {2024}
}
@misc{sakib2026cua,
title = {{Why Are the Computer-Using Agents Still Failing?}},
author = {Sakib, Md. Nazmus and Razzaque, Omar Abdur and Parvez, Md Rizwan},
howpublished = {Under review},
year = {2026}
}
@misc{shahriar2026agenttell,
title = {{AgentTell: Behavioural Side-Channel Leakage in Browser-Use Agents}},
author = {Shahriar, Asif and Rahman, Md Nafiu and Ahmed, Sadif and Sadeque, Farig and Parvez, Md Rizwan},
howpublished = {Under review},
year = {2026}
}
@article{dihan2025weboperator,
title = {{WebOperator: Action-Aware Tree Search for Autonomous Web Agents}},
author = {Dihan, Mahir Labib and Hashem, Tanzima and Ali, Mohammed Eunus and Parvez, Md Rizwan},
journal = {In submission to TMLR},
year = {2026}
}
@inproceedings{jahin2026guiprimitives,
title = {{GUI-Primitives: Diagnosing Spatial Reasoning Failures in Vision-Language GUI Grounding}},
author = {Jahin, Md Abrar and Parvez, Md Rizwan},
booktitle = {EMNLP 2026},
year = {2026}
}
@misc{bhomik2026ctf,
title = {{Beyond Pass or Fail: Trajectory-Grounded Failure Attribution for LLM Agents on CTF Tasks}},
author = {Bhomik, Tusher and Bhattacharjee, Soumik and Parvez, Md Rizwan},
howpublished = {Under review},
year = {2026}
}
@misc{jahin2026obfuscation,
title = {{Certified Obfuscation for Privacy-Preserving Learning: Reconstruction Risk and a Keyed Rotation-Noise-Permutation Mechanism}},
author = {Jahin, Md Abrar and Akramuddoula, Md. and Parvez, Md Rizwan and Pujara, Jay and Knoblock, Craig A},
howpublished = {Under review},
year = {2026}
}
@misc{jahin2026refusal,
title = {{Refusal Is Layer-Distributed: A Causal Score for Where Safety Lives and an Adaptive Ablation That Uses It}},
author = {Jahin, Md Abrar and Akramuddoula, Md. and Sanglap, Nawaz Talukder and Parvez, Md Rizwan and Pujara, Jay and Knoblock, Craig A},
howpublished = {Under review},
year = {2026}
}
@misc{jahin2026phyloagent,
title = {{PhyloAgent: Contrastive Failure Localization via Successful-Trace Alignment in Multi-Agent LLM Systems}},
author = {Jahin, Md Abrar and Kirttania, Tithi and Ghosh, Liyan and Parvez, Md Rizwan},
howpublished = {Pre-print},
year = {2026}
}
@misc{jahin2026aethelred,
title = {{Aethelred: Certifying Causally Faithful Explanations for Graph Neural Networks}},
author = {Jahin, Md Abrar and Akramuddoula, Md. and Parvez, Md Rizwan and Pujara, Jay and Knoblock, Craig A},
howpublished = {Pre-print},
year = {2026}
}
@article{shahriar2026agenticsecurity,
title = {{A Survey on Agentic Security: Applications, Threats and Defenses}},
author = {Shahriar, Asif and Rahman, Md Nafiu and Ahmed, Sadif and Sadeque, Farig and Parvez, Md Rizwan},
journal = {TMLR 2026 (also AIWILD Workshop at ICLR 2026)},
year = {2026}
}
@inproceedings{tran2026pws,
title = {{Poison with Style: A Practical Poisoning Attack on Code Large Language Models}},
author = {Tran, Khang and Boshmaf, Yazan and Khalil, Issa and Phan, NhatHai and Yu, Ting and Parvez, Md Rizwan},
booktitle = {ICML 2026},
year = {2026}
}
@inproceedings{masud2026tame,
title = {{TAME: Token Attribution and Masking for Emergent Misalignment}},
author = {Masud, Md Rayhanul and Parvez, Md Rizwan},
booktitle = {Uncertainty-Aware NLP Workshop at EMNLP 2026},
year = {2026}
}
@inproceedings{salman20254xteaming,
title = {{X-Teaming: Scalable Red-Teaming and Safeguarding of Interactive Multi-Turn Conversational AI Systems}},
author = {Rahman, Salman and Jiang, Liwei and Shiffer, James and Liu, Genglin and Issaka, Sheriff and Parvez, Md Rizwan and Palangi, Hamid and Chang, Kai-Wei and Choi, Yejin and Gabriel, Saadia},
booktitle = {COLM 2025},
year = {2025}
}
@inproceedings{salman20254debate,
title = {{AI Debate Aids Assessment of Controversial Claims}},
author = {Rahman, Salman and Issaka, Sheriff and Suvarna, Ashima and Liu, Genglin and Shiffer, James and Lee, Jaeyoung and Parvez, Md Rizwan and Palangi, Hamid and Feng, Shi and Peng, Nanyun and Choi, Yejin and Michael, Julian and Jiang, Liwei and Gabriel, Saadia},
booktitle = {NeurIPS 2025},
year = {2025}
}
@inproceedings{Laskar2024evalsurvey,
title = {{A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations}},
author = {Laskar, Md Tahmid Rahman and Alqahtani, Sawsan and Bari, M Saiful and Rahman, Mizanur and Khan, Mohammad Abdullah Matin and Khan, Haidar and Jahan, Israt and Bhuiyan, Amran and Tan, Chee Wei and Parvez, Md Rizwan and Hoque, Enamul and Joty, Shafiq and Huang, Jimmy},
booktitle = {EMNLP 2024},
year = {2024}
}
@misc{shahriar2026agenttell,
title = {{AgentTell: Behavioural Side-Channel Leakage in Browser-Use Agents}},
author = {Shahriar, Asif and Rahman, Md Nafiu and Ahmed, Sadif and Sadeque, Farig and Parvez, Md Rizwan},
howpublished = {Under review},
year = {2026}
}
@misc{wasi2026invariantbench,
title = {{InvariantBench: Can Large Language Models Exhibit Inherent Reasoning Across Equivalent Transformations?}},
author = {Wasi, Azmine Toushik and Khan, Mahir Absar and Rahman, Abdur and Faisal, Wahid and Saha, Sukanta and Bhuiyan, Saimon and Sukanya, Mahdiya Rahman and Priti, Rahatun Nesa and Hoque, Md. Iqramul and Shahriar, Munem and Islam, Raima and Sushil, Sanatan and Ridoy, Shahriyar Zaman and Sultan, Kazi Rajwan and Islam, MD Shafikul and Ahsan, Md Manjurul and Parvez, Md Rizwan},
howpublished = {AI4Math Workshop at ICML 2026; under review},
year = {2026}
}
@misc{yin2026relay,
title = {{Relay Sampling: Cross-Label Warm Starts for Short-Run Joint Energy Models}},
author = {Yin, Xuwang and Geng, Cong and Qian, Hongyi and Li, Shiying and Parvez, Md Rizwan and Yin, Xu-Cheng},
howpublished = {Under review},
year = {2026}
}
@misc{hosain2026bnidiom,
title = {{BnIdiomEval: LLMs in the Translation of Bengali Idioms}},
author = {Hosain, Md Tanzib and Shifat, Shadril Hassan and Islam, Md Mofijul and Mohiuddin, Tasnim and Morol, Md Kishor and Parvez, Md Rizwan},
howpublished = {Under review},
year = {2026}
}
@misc{hasan2026instancebeq,
title = {{Instance-BEq: Formal Faithfulness Certification for Structure-to-Instance Theorem Autoformalization}},
author = {Hasan, S. M. Muhtasimul and Jahin, Md Abrar and Parvez, Md Rizwan and Hossen, Md. Jakir and Mridha, M. F.},
howpublished = {Pre-print},
year = {2026}
}
@misc{hasan2026htn,
title = {{Conformance-Aware Repair of HTN Planning Domains: The Precision Gap and How to Close It}},
author = {Hasan, S. M. Muhtasimul and Jahin, Md Abrar and Parvez, Md Rizwan and Hossen, Md. Jakir and Mridha, M. F.},
howpublished = {Pre-print},
year = {2026}
}
@article{abdalla2026depression,
title = {{A Train-Once, Evaluate-Twice Protocol for Multi-Language Depression Detection with Large Language Models}},
author = {Abdalla, Amira and Parvez, Md Rizwan and Alam, Tanvir},
journal = {Nature Scientific Reports},
year = {2026}
}
@inproceedings{boughorbel2024improving,
title = {{Improving Language Models Trained on Translated Data with Continual Pre-Training and Dictionary Learning Analysis}},
author = {Boughorbel, Sabri and Parvez, Md Rizwan and Hawasly, Majd},
booktitle = {ArabNLP Workshop at ACL 2024},
year = {2024}
}
@inproceedings{preum2018corpus,
title = {{A Corpus of Drug Usage Guidelines Annotated with Type of Advice}},
author = {Preum, Sarah Masud and Parvez, Md Rizwan and Chang, Kai-Wei and Stankovic, John},
booktitle = {LREC 2018},
year = {2018}
}
@inproceedings{parvez2016novel,
title = {{A Novel Approach to Identify Spatio-Temporal Crime Pattern in Dhaka City}},
author = {Parvez, Md Rizwan and Mosharraf, Turash and Ali, Mohammed Eunus},
booktitle = {ICTD 2016},
year = {2016}
}