Manuela Veloso
44 papers · 2002–2026 · 14 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (81) 🌍 Conference Polyglot · Gold 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
🌱
Topic Pioneer
🏆
Grand Slam
🌟
Keyword Trendsetter Combo
(5)
🤝
Dynamic Duo
(11)
🏆
Keyword Champion
🧭
Keyword Pioneer
🗃️
Keyword Collector
(224)
❓
The Questioner
(3)
📈
Trend Setter
🔥
Unstoppable · Bronze
⚡
Prolific Year · Prolific
🚀
Conference Pioneer
💎
Century Club · Bronze
🌈
Renaissance Researcher
(10)
Venues
Top co-authors
Research topics
Machine Learning
(28)
Artificial Intelligence
(25)
Core AI
(22)
Application Areas
(13)
Natural Language Processing
(9)
Learning Types · Machine Learning
(9)
Optimization & Theory
(9)
Reinforcement Learning
(8)
Deep Learning
(7)
Resources & Methods
(6)
Applications
(5)
Learning Types · Deep Learning
(5)
Methods
(5)
Mathematics & Optimization
(4)
Core Methods
(4)
Keywords
large language model
(10)
reinforcement learning
(5)
policy learning
(3)
prompt engineering
(2)
wasserstein distance
(2)
markov decision process
(2)
neural network
(2)
mixed integer programming
(2)
human demonstration
(2)
code generation
(2)
deep reinforcement learning
(2)
imitation learning
(2)
synthetic data
(2)
demographic parity
(2)
information extraction
(2)
performance optimization
(1)
robot navigation
(1)
algorithmic fairness
(1)
few-shot learning
(1)
uncertainty quantification
(1)
Papers
Adaptive and Robust Watermark for Generative Tabular Data
UAI 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
Perturb Your Data: Paraphrase-Guided Training Data Watermarking
AAAI 2026
TASER: Table Agents for Schema-guided Extraction and Recommendation
EACL 2026
What Makes a Good Query? Measuring the Impact of Human-Confusing Linguistic Features on LLM Performance
EACL 2026
AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations
ACL 2025
Advanced Messaging Platform (AMP): Pipeline for Automated Enterprise Email Processing
ACL 2025
Auditing and Enforcing Conditional Fairness via Optimal Transport
AAAI 2025
DexUMI: Using Human Hand as the Universal Manipulation Interface for Dexterous Manipulation
CoRL 2025
Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls
UAI 2025
EncryptedLLM: Privacy-Preserving Large Language Model Inference via GPU-Accelerated Fully Homomorphic Encryption
ICML 2025
Interpreting Language Reward Models via Contrastive Explanations
ICLR 2025
LAW: Legal Agentic Workflows for Custody and Fund Services Contracts
COLING 2025
LETS-C: Leveraging Text Embedding for Time Series Classification
ACL 2025
LSCD: Lomb–Scargle Conditioned Diffusion for Time series Imputation
ICML 2025
Mixup Regularization: A Probabilistic Perspective
UAI 2025
To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models
ICML 2025
Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs
NAACL 2025
Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates
AAAI 2024
Counterfactual Metarules for Local and Global Recourse
ICML 2024
Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark
EMNLP 2024
FairWASP: Fast and Optimal Fair Wasserstein Pre-processing
AAAI 2024
Fair Wasserstein Coresets
NeurIPS 2024
Flow as the Cross-domain Manipulation Interface
CoRL 2024
Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions
ICML 2024
Sequential Harmful Shift Detection Without Labels
NeurIPS 2024
“What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs
EMNLP 2024
Differentially private synthetic data using KD-trees
UAI 2023
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
A Low-Cost Compliant Gripper Using Cooperative Mini-Delta Robots for Dexterous Manipulation
RSS 2021
Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods
AAAI 2021
ViziTex: Interactive Visual Sense-Making of Text Corpora
NAACL 2021
Generation of Policy-Level Explanations for Reinforcement Learning
AAAI 2019
MineRL: A Large-Scale Dataset of Minecraft Demonstrations
IJCAI 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
CoBots: Robust Symbiotic Autonomous Mobile Service Robots
IJCAI 2015
Handling Complex Commands as Service Robot Task Requests
IJCAI 2015
Trajectory-Based Short-Sighted Probabilistic Planning
NeurIPS 2012
Learning to Construct Fast Signal Processing Implementations
JMLR 2002