Takashi Konashi was a Research Staff (Tokyo) member of the Data Science and System Security department at NEC Labs America.
Contact Us
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Princeton, NJ 08540
+1 609-520-1555
San Jose Office
2033 Gateway Place, Suite 200
San Jose, CA 95110
+1 408-863-6007
About Us
NEC Laboratories America, Inc. (NEC Labs) is the US-based center for NEC Corporation’s global network of corporate research laboratories. Our diverse research groups collaborate with industry, academia and governments to provide disruptive solutions to complex problems. A leader in the integration of IT and network technologies with more than 100 years of expertise, NEC provides a combination of products and solutions that cross-utilize the company’s experience and global resources to meet the complex and ever-changing needs of its customers.
Recent Publications
- DiscussLLM: Teaching Large Language Models When to Speak
- Bifröst: Peer-to-peer Load-balancing for Function Execution in Agentic AI Systems
- Harnessing Vision Models for Time Series Analysis: A Survey
- Multi-modal Time Series Analysis: A Tutorial and Survey
- ICeTEA: Mixture of Detectors for Metric-Log Anomaly Detection
- Roadside Multi-LiDAR Data Fusion for Enhanced Traffic Safety
- Identifying Combinatorial Regulatory Genes for Cell Fate Decision via Reparameterizable Subset Explanations
- On Synthesizing Data for Context Attribution in Question Answering
- Feasibility study on scour monitoring for subsea cables of offshore wind turbines using distributed fiber optic sensors
- Group Relative Augmentation for Data Efficient Action Detection
- Uncertainty Propagation on LLM Agent
- Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery
- EcoDoc: A Cost-Efficient Multimodal Document Processing System for Enterprises Using LLMs
- Integration of Fiber Optic Sensing and Sparse Grid Sensors for Accurate Fault Localization in Distribution Systems
- XPF: Agentic AI System for Business Workflow Automation
- Quantitative Bounds for Length Generalization in Transformers
- Re-ranking the Context for Multimodal Retrieval Augmented Generation
- Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
- PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design
- Pathologist-Read vs AI-Driven Assessment of Tumor-Infiltrating Lymphocytes in Melanoma
News & Events
- NECLA at ECOC 2025: Advancing Optical Communication and Distributed Sensing
- Uncertainty Quantification and Reasoning for Reliable AI Seminar at Brigham Young University
- Summer Highlights at NEC Labs America: Teamwork, Innovation, and Fun
- Graph Neural Networks, Explained: Our Role in the Future of AI
- Shaping the Future with Responsible AI, Collaboration, and Disruption
- Top 10 Most Legendary College Pranks of All-Time for April Fools’ Day
- NEC Labs America Attended OFC 2025 in San Francisco
- NEC Labs America Attends the 39th Annual AAAI Conference on Artificial Intelligence #AAAI25
- NEC Labs America Team Attending NeurIPS24 in Vancouver
- NEC Labs America Team Attends the 2024 European Conference on Optical Communication (ECOC) in Frankfurt, Germany
- Introducing the Trustworthy Generative AI Project: Pioneering the Future of Compositional Generation and Reasoning
- Introducing Our New Project: Time Series Language Model for Explainable AI
- The Evolution of Disciplines: From Experimental Roots to Theoretical Frameworks
- Agentic LLMs for AI Orchestration Project: Revolutionizing Complex Workflows
- NEC Labs America Team Attending CVPR 2024 in Seattle
- Multi-Agent Simulator for Carbon Neutrality: The Technology the World Has Been Waiting For
- NEC Labs America at OFC 2024 San Diego from March 24 – 28
- NEC Laboratories Advances Material Design with AI-based MateriAI Platform
- Unearthing Nature’s Orchestra – How Fiber Optic Cables Can Hear Cicada Secrets