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Manuela Veloso

43 papers · 2002–2026 · 14 conferences · across top CS/AI conferences

Achievements

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+15 more ↓ 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (17) 🌈 Renaissance Researcher (7) 🐣 Hot Topic Early Bird
🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (17) 🌟 Keyword Trendsetter Combo (5) 🀝 Dynamic Duo (11) πŸ† Keyword Champion πŸ† Grand Slam 🌱 Topic Pioneer πŸš€ Conference Pioneer πŸ”₯ Unstoppable (5) ⚑ Prolific Year (9) ❓ The Questioner (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (163) πŸ’Ž Century Club (38)

Conferences

AAAI (6) IJCAI (6) ICML (5) CORL (4) EACL (4) ACL (3) EMNLP (3) NIPS (3) UAI (3) NAACL (2) COLING (1) ICLR (1) JMLR (1) RSS (1)

Papers

Perturb Your Data: Paraphrase-Guided Training Data Watermarking AAAI 2026 What Makes a Good Query? Measuring the Impact of Human-Confusing Linguistic Features on LLM Performance EACL 2026 TASER: Table Agents for Schema-guided Extraction and Recommendation EACL 2026 Distill and Align Decomposition for Enhanced Claim Verification EACL 2026 ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images EACL 2026 LSCD: Lomb–Scargle Conditioned Diffusion for Time series Imputation ICML 2025 To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models ICML 2025 Mixup Regularization: A Probabilistic Perspective UAI 2025 Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs NAACL 2025 Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls UAI 2025 DexUMI: Using Human Hand as the Universal Manipulation Interface for Dexterous Manipulation CORL 2025 Auditing and Enforcing Conditional Fairness via Optimal Transport AAAI 2025 AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025 LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025 Interpreting Language Reward Models via Contrastive Explanations ICLR 2025 Advanced Messaging Platform (AMP): Pipeline for Automated Enterprise Email Processing ACL 2025 LAW: Legal Agentic Workflows for Custody and Fund Services Contracts COLING 2025 EncryptedLLM: Privacy-Preserving Large Language Model Inference via GPU-Accelerated Fully Homomorphic Encryption ICML 2025 Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates AAAI 2024 Fair Wasserstein Coresets NIPS 2024 Sequential Harmful Shift Detection Without Labels NIPS 2024 Flow as the Cross-domain Manipulation Interface CORL 2024 FairWASP: Fast and Optimal Fair Wasserstein Pre-processing AAAI 2024 Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark EMNLP 2024 β€œWhat is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs EMNLP 2024 Counterfactual Metarules for Local and Global Recourse ICML 2024 Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions ICML 2024 HiddenTables and PyQTax: A Cooperative Game and Dataset For TableQA to Ensure Scale and Data Privacy Across a Myriad of Taxonomies EMNLP 2023 XSkill: Cross Embodiment Skill Discovery CORL 2023 Differentially private synthetic data using KD-trees UAI 2023 ViziTex: Interactive Visual Sense-Making of Text Corpora NAACL 2021 Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods AAAI 2021 A Low-Cost Compliant Gripper Using Cooperative Mini-Delta Robots for Dexterous Manipulation RSS 2021 MineRL: A Large-Scale Dataset of Minecraft Demonstrations IJCAI 2019 Generation of Policy-Level Explanations for Reinforcement Learning AAAI 2019 Robot Task Interruption by Learning to Switch Among Multiple Models IJCAI 2018 Learning End-to-end Multimodal Sensor Policies for Autonomous Navigation CORL 2017 Verbalization: Narration of Autonomous Robot Experience IJCAI 2016 AskWorld: Budget-Sensitive Query Evaluation for Knowledge-on-Demand IJCAI 2015 Handling Complex Commands as Service Robot Task Requests IJCAI 2015 CoBots: Robust Symbiotic Autonomous Mobile Service Robots IJCAI 2015 Trajectory-Based Short-Sighted Probabilistic Planning NIPS 2012 Learning to Construct Fast Signal Processing Implementations JMLR 2002