Katia Sycara

21 papers · 2015–2026 · 10 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 (48) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Diamond 🐣 Hot Topic Early Bird

🌱 Topic Pioneer 🧬 Topic Evolution 🤝 Dynamic Duo (10) 🚀 Conference Pioneer 💎 Century Club · Bronze ⚡ Prolific Year · Productive 🗃️ Keyword Collector (123) 🌈 Renaissance Researcher (7)

Venues

NeurIPS (7) CoRL (2) CVPR (2) EMNLP (2) IJCAI (2) WACV (2) AAAI (1) COLING (1) ICCV (1) RSS (1)

Top co-authors

Simon Stepputtis (10) Yaqi Xie (9) Ce Zhang (5) Silong Yong (3) Joseph Campbell (3) Huao Li (3) Charles Lewis (2) Nilanjan Chakraborty (2) Chen Wang (2) Michael Lewis (2)

Research topics

Artificial Intelligence (15) Core AI (12) Machine Learning (9) Reinforcement Learning (8) Deep Learning (7) Learning Types · Machine Learning (6) Methods (6) Learning Paradigms (5) Learning Types · Deep Learning (4) Computer Vision (3) Analysis (3) Applications (3) Architectures (3) Natural Language Processing (2) Application Areas (2)

Keywords

large language model (3) multi-agent system (3) multi-agent reinforcement learning (3) zero-shot learning (2) vision-language model (2) domain generalization (2) multimodal learning (2) zero-shot transfer (2) policy gradient (1) feature extraction (1) volume rendering (1) scene understanding (1) deep reinforcement learning (1) hierarchical classification (1) self-supervised learning (1) few-shot learning (1) optimal transport (1) sequential decision making (1) sample efficiency (1) logical reasoning (1)

Papers

Evolving Contextual Safety in Multi-Modal Large Language Models via Inference-Time Self-Reflective Memory CVPR 2026 Enhancing Vision-Language Few-Shot Adaptation with Negative Learning WACV 2025 ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models ICCV 2025 Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation WACV 2025 Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models NeurIPS 2024 GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration NeurIPS 2024 HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation CVPR 2024 Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication NeurIPS 2024 LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation NeurIPS 2024 Map It Anywhere: Empowering BEV Map Prediction using Large-scale Public Datasets NeurIPS 2024 Characterizing Out-of-Distribution Error via Optimal Transport NeurIPS 2023 Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models EMNLP 2023 Reconfigurable Robot Control Using Flexible Coupling Mechanisms RSS 2023 Theory of Mind for Multi-Agent Collaboration via Large Language Models EMNLP 2023 Emergent Discrete Communication in Semantic Spaces NeurIPS 2021 Augmenting GAIL with BC for sample efficient imitation learning CoRL 2020 MAME : Model-Agnostic Meta-Exploration CoRL 2019 Towards Better Interpretability in Deep Q-Networks AAAI 2019 Joint Embedding of Hierarchical Categories and Entities for Concept Categorization and Dataless Classification COLING 2016 A Crowdfunding Model for Green Energy Investment IJCAI 2015 Nonnegative Matrix Tri-Factorization with Graph Regularization for Community Detection in Social Networks IJCAI 2015