2024
A System and Benchmark for LLM-based Q&A on Heterogeneous Data.
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CoRR, 2024
Incorporating Physics Principles for Precise Human Motion Prediction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
AU-Aware Dynamic 3D Face Reconstruction from Videos with Transformer.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Weakly-Supervised 3D Hand Reconstruction with Knowledge Prior and Uncertainty Guidance.
Proceedings of the Computer Vision - ECCV 2024, 2024
PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Body Knowledge and Uncertainty Modeling for Monocular 3D Human Body Reconstruction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Interaction-aware Dynamic 3D Gaze Estimation in Videos.
Proceedings of the Gaze Meets Machine Learning Workshop, 2023
2022
Towards an Accurate 3D Deformable Eye Model for Gaze Estimation.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
AU-Aware 3D Face Reconstruction through Personalized AU-Specific Blendshape Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
Multi-modal Agents for Business Intelligence.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
2020
A Virtual Mouse Interface for Supporting Multi-user Interactions.
Proceedings of the Human-Computer Interaction. Multimodal and Natural Interaction, 2020
HUMAINE: Human Multi-Agent Immersive Negotiation Competition.
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020
2019
An Embodied Cognitive Assistant for Visualizing and Analyzing Exoplanet Data.
IEEE Internet Comput., 2019
Planning and visualization for a smart meeting room assistant.
AI Commun., 2019
You Talkin' to Me? A Practical Attention-Aware Embodied Agent.
Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019
Reagent: Converting Ordinary Webpages into Interactive Software Agents.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
The Rensselaer Mandarin Project - A Cognitive and Immersive Language Learning Environment.
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Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
A Cost-Effective Framework for Preference Elicitation and Aggregation.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
CIRA: An Architecture for Building Configurable Immersive Smart-Rooms.
Proceedings of the Intelligent Systems and Applications, 2018
Visualizations for an Explainable Planning Agent.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
A Cognitive Assistant for Visualizing and Analyzing Exoplanets.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Workflow Complexity for Collaborative Interactions: Where are the Metrics? - A Challenge.
CoRR, 2017
A cognitive assistant for risk identification and modeling.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Mr. Jones - Towards a Proactive Smart Room Orchestrator.
Proceedings of the 2017 AAAI Fall Symposia, Arlington, Virginia, USA, November 9-11, 2017, 2017
Self-adaptation for Individual Self-aware Computing Systems.
Proceedings of the Self-Aware Computing Systems., 2017
The Notion of Self-aware Computing.
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Proceedings of the Self-Aware Computing Systems., 2017
Reference Scenarios for Self-aware Computing.
Proceedings of the Self-Aware Computing Systems., 2017
Self-adaptation in Collective Self-aware Computing Systems.
Proceedings of the Self-Aware Computing Systems., 2017
Self-aware Computing Systems: Related Concepts and Research Areas.
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Proceedings of the Self-Aware Computing Systems., 2017
2016
Symbiotic Cognitive Computing.
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AI Mag., 2016
Reports of the 2016 AAAI Workshop Program.
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AI Mag., 2016
2015
Model-driven Algorithms and Architectures for Self-Aware Computing Systems (Dagstuhl Seminar 15041).
Dagstuhl Reports, 2015
A Symbiotic Cognitive Computing Perspective on Autonomic Computing.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015
2014
Bayesian Interactive Decision Support for Multi-Attribute Problems with Even Swaps.
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014
2013
Agile, efficient virtualization power management with low-latency server power states.
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Proceedings of the 40th Annual International Symposium on Computer Architecture, 2013
2011
Improving server utilization using fast virtual machine migration.
IBM J. Res. Dev., 2011
A robot-in-residence for data center thermal monitoring and energy efficiency management.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011
Robotic mapping and monitoring of data centers.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011
Towards data center self-diagnosis using a mobile robot.
Proceedings of the 8th International Conference on Autonomic Computing, 2011
Autonomic computing: the first decade.
Proceedings of the 8th International Conference on Autonomic Computing, 2011
A robot as mobile sensor and agent in data center energy management.
Proceedings of the 8th International Conference on Autonomic Computing, 2011
Hotspot diagnosis on logical level.
Proceedings of the 7th International Conference on Network and Service Management, 2011
Semi-automated data center hotspot diagnosis.
Proceedings of the 7th International Conference on Network and Service Management, 2011
A unified approach to coordinated energy-management in data centers.
Proceedings of the 7th International Conference on Network and Service Management, 2011
2010
Runtime Demand Estimation for effective dynamic resource management.
Proceedings of the IEEE/IFIP Network Operations and Management Symposium, 2010
Multi-aspect hardware management in enterprise server consolidation.
Proceedings of the IEEE/IFIP Network Operations and Management Symposium, 2010
Efficient resource provisioning in compute clouds via VM multiplexing.
Proceedings of the 7th International Conference on Autonomic Computing, 2010
Engineering decentralized autonomic computing systems.
Proceedings of the Second International Workshop on Self-Organizing Architectures, 2010
Utility-function-driven energy-efficient cooling in data centers.
Proceedings of the 7th International Conference on Autonomic Computing, 2010
2009
Agents and Service-Oriented Computing for Autonomic Computing: A Research Agenda.
IEEE Internet Comput., 2009
Power and performance management of virtualized computing environments via lookahead control.
Clust. Comput., 2009
Expressive Power-Based Resource Allocation for Data Centers.
Proceedings of the IJCAI 2009, 2009
2008
Coordinated management of power usage and runtime performance.
Proceedings of the IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, 2008
Autonomic multi-agent management of power and performance in data centers.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008
2007
Guest Editors' Introduction: Autonomic Computing.
IEEE Internet Comput., 2007
Achieving Self-Management via Utility Functions.
IEEE Internet Comput., 2007
Green applications: software applications that optimize energy usage.
Proceedings of the Companion to the 22nd Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2007
Managing Power Consumption and Performance of Computing Systems Using Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Coordinating Multiple Autonomic Managers to Achieve Specified Power-Performance Tradeoffs.
Proceedings of the Fourth International Conference on Autonomic Computing (ICAC'07), 2007
Evaluation of Optimization Methods for Network Bottleneck Diagnosis.
Proceedings of the Fourth International Conference on Autonomic Computing (ICAC'07), 2007
Multiagent systems for autonomic computing.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007
2006
Autonomic computing: Architectural approach and prototype.
Integr. Comput. Aided Eng., 2006
Building Effective Multivendor Autonomic Computing Systems.
IEEE Distributed Syst. Online, 2006
Towards Commercialization of Utility-based Resource Allocation.
Proceedings of the 3rd International Conference on Autonomic Computing, 2006
Utility-based collaboration among autonomous agents for resource allocation in data centers.
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006
2005
Research challenges of autonomic computing.
Proceedings of the 27th International Conference on Software Engineering (ICSE 2005), 2005
Utility-Function-Driven Resource Allocation in Autonomic Systems.
Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005
New Approaches to Optimization and Utility Elicitation in Autonomic Computing.
Proceedings of the Proceedings, 2005
2004
An Artificial Intelligence Perspective on Autonomic Computing Policies.
Proceedings of the 5th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2004), 2004
An Architectural Approach to Autonomic Computing.
Proceedings of the 1st International Conference on Autonomic Computing (ICAC 2004), 2004
Utility Functions in Autonomic Systems.
Proceedings of the 1st International Conference on Autonomic Computing (ICAC 2004), 2004
SpamGuru: An Enterprise Anti-Spam Filtering System.
Proceedings of the CEAS 2004, 2004
A Multi-Agent Systems Approach to Autonomic Computing.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004
2003
The Vision of Autonomic Computing.
Computer, 2003
Cooperative Negotiation in Autonomic Systems using Incremental Utility Elicitation.
Proceedings of the UAI '03, 2003
Multi-agent implementation of asymmetric protocol for bilateral negotiations.
Proceedings of the Proceedings 4th ACM Conference on Electronic Commerce (EC-2003), 2003
Towards Cooperative Negotiation for Decentralized Resource Allocation in Autonomic Computing Systems.
Proceedings of the IJCAI-03, 2003
2002
Model Selection in an Information Economy: Choosing What to Learn.
Comput. Intell., 2002
Pricing in Agent Economies Using Multi-Agent Q-Learning.
Auton. Agents Multi Agent Syst., 2002
Auton. Agents Multi Agent Syst., 2002
How valuable are shopbots?
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002
2001
Pricing information bundles in a dynamic environment.
Proceedings of the Proceedings 3rd ACM Conference on Electronic Commerce (EC-2001), 2001
Agent-Human Interactions in the Continuous Double Auction.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001
Proceedings of the Fifth International Conference on Autonomous Agents, 2001
2000
Foresight-based pricing algorithms in agent economies.
Decis. Support Syst., 2000
Price dynamics and quality in information markets.
Decis. Support Syst., 2000
Dynamic pricing by software agents.
Comput. Networks, 2000
Competitive bundling of categorized information goods.
Proceedings of the 2nd ACM Conference on Electronic Commerce (EC-00), 2000
Incremental Learning in SwiftFile.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000
Pseudo-convergent Q-Learning by Competitive Pricebots.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000
Economic Incentives for Information Agents.
Proceedings of the Cooperative Information Agents IV, 2000
1999
Strategic pricebot dynamics.
Proceedings of the First ACM Conference on Electronic Commerce (EC-99), 1999
Automated strategy searches in an electronic goods market: learning and complex price schedules.
Proceedings of the First ACM Conference on Electronic Commerce (EC-99), 1999
Two-Sided Learning in an Agent Economy for Information Bundles.
Proceedings of the Agent Mediated Electronic Commerce II, 1999
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999
MailCat: An Intelligent Assistant for Organizing E-Mail.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
Combatting Maelstroms in Networks of Communicating Agents.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
1998
Price and Niche Wars in a Free-Market Economy of Software Agents.
Artif. Life, 1998
Emergent Behavior in Information Economies.
Proceedings of the Third International Conference on Multiagent Systems, 1998
Foresight-based pricing algorithms in an economy of software agents.
Proceedings of the First International Conference on Information and Computation Economies, 1998
Price dynamics of vertically differentiated information markets.
Proceedings of the First International Conference on Information and Computation Economies, 1998
Dynamics of an Information-Filtering Economy.
Proceedings of the Cooperative Information Agents II, 1998
1995
Biologically Inspired Defenses Against Computer Viruses.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995
1993
Measuring and modeling computer virus prevalence.
Proceedings of the 1993 IEEE Computer Society Symposium on Research in Security and Privacy, 1993
1992
Spawn: A Distributed Computational Economy.
IEEE Trans. Software Eng., 1992
Directed-Graph Epidemiological Models of Computer viruses.
Proceedings of the Computation: The Micro and the Macro View, 1992
1991
Directed-Graph Epidemiological Models of Computer Viruses.
Proceedings of the 1991 IEEE Symposium on Security and Privacy, 1991
1990
Phase transitions in high-dimensional pattern classification.
Comput. Syst. Sci. Eng., 1990
1989
Dynamics of Computational Ecosystems: Implications for DAI.
Proceedings of the Distributed Artificial Intelligence, 1989