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Ali AlShami
Postdoctoral Scientist
Media Analytics
Publications
Contact Us
Princeton Office
4 Independence Way, Suite 200
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
- Object-Aware 4D Human Motion Generation
- EditGRPO: Reinforcement Learning with Post-Rollout Edits for Clinically Accurate Chest X-Ray Report Generation
- Visual Alignment of Medical Vision-Language Models for Grounded Radiology Report Generation
- Quantitative Bounds for Length Generalization in Transformers
- Sound Event Classification meets Data Assimilation with Distributed Fiber-Optic Sensing
- SlideCraft: Context-aware Slides Generation Agent
- TalentScout: Multimodal AI-Driven Expert Finding in Organizations
- AutoScape: Geometry-Consistent Long-Horizon Scene Generation
- DWIM: Towards Tool-aware Visual Reasoning via Discrepancy-aware Workflow Generation & Instruct-Masking Tuning
- Mapillary Vistas Validation for Fine-Grained Traffic Signs: A Benchmark Revealing Vision-Language Model Limitations
- LANGTRAJ: Diffusion Model and Dataset for Language-Conditioned Trajectory Simulation
- 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
- AutoScape: Geometry-Consistent Long-Horizon Scene Generation
- Online Multi-modal Root Cause Identification in Microservice Systems
- TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
- SolverLLM: Leveraging Test-Time Scaling for Optimization Problem via LLM-Guided Search
- Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting
- Human Texts Are Outliers: Detecting LLM-generated Texts via Out-of-distribution Detection
- TacTool: Tactical Tool usage in Agentic AI Systems
- To Err Is Human: Systematic Quantification of Errors in Published AI Papers via LLM Analysis
- Uni-LoRA: One Vector is All You Need
- iFinder: Structured Zero-Shot Vision-Based LLM Grounding for Dash-Cam Video Reasoning
Events
- NEC Labs America Attending OFC 2026 Los Angeles, March 15-19
- NeurIPS 2025 in San Diego from November 30th to December 5th, 2025
- Eric Blow Presents at the IEEE Photonics Conference Singapore on November 10th & 13th
- Giovanni Milione presents Mobile Orbital Domains: Addressing Dynamic Topology Challenges in Satellite Networks at FiO LS Conference on October 29th
- Andrea D’Amico Presents Open and Disaggregated Optical Networks: From Vision to Reality at FiO LS on October 29th
- Murugan Sankaradas presents TalentScout: Multimodal AI-Driven Expert Finding in Organizations at PICom2025 on October 21st
- Abhishek Aich is Organizing the Anomaly Detection with Foundation Models Workshop, held in conjunction with ICCV 2025
- Kunal Rao presents SlideCraft: Context-Aware Slides Generation Agent at PICom 2025 on October 21st
- NECLA at ECOC 2025: Advancing Optical Communication and Distributed Sensing
News
- Influential NEC Researchers in the United States Who Helped Shape Modern Computing
- Celebrating the Women of NEC Laboratories America
- Honoring Black Innovators Who Shaped Technology
- NEC Laboratories America 2025: A Year of Disruptive Innovation
- Apply for a Summer 2026 Internship
- NEC Laboratories America: Celebrating 23 Years of Research Innovation!
- 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
- 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
- Multi-Agent Simulator for Carbon Neutrality: The Technology the World Has Been Waiting For
- NEC Laboratories Advances Material Design with AI-based MateriAI Platform
- Unearthing Nature’s Orchestra – How Fiber Optic Cables Can Hear Cicada Secrets