📚 Research & Papers

[2603.18856] Motion-o: Trajectory-Grounded Video Reasoning

Abstract page for arXiv paper 2603.18856: Motion-o: Trajectory-Grounded Video Reasoning

[2603.12647] LR-SGS: Robust LiDAR-Reflectance-Guided Salient Gaussian Splatting for Self-Driving Scene Reconstruction

Abstract page for arXiv paper 2603.12647: LR-SGS: Robust LiDAR-Reflectance-Guided Salient Gaussian Splatting for Self-Driving Scene Reconstruction

[2602.09034] Latent-Space Causal Discovery from Indirect Neuroimaging Observations

Abstract page for arXiv paper 2602.09034: Latent-Space Causal Discovery from Indirect Neuroimaging Observations

[2602.07026] Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models

Abstract page for arXiv paper 2602.07026: Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models

[2602.02320] A Large-Scale Dataset for Molecular Structure-Language Description via a Rule-Regularized Method

Abstract page for arXiv paper 2602.02320: A Large-Scale Dataset for Molecular Structure-Language Description via a Rule-Regularized Method

[2601.22400] Spectral Filtering for Complex Linear Dynamical Systems

Abstract page for arXiv paper 2601.22400: Spectral Filtering for Complex Linear Dynamical Systems

[2601.16130] Replicating Human Motivated Reasoning Studies with LLMs

Abstract page for arXiv paper 2601.16130: Replicating Human Motivated Reasoning Studies with LLMs

[2512.14018] PerfCoder: Large Language Models for Interpretable Code Performance Optimization

Abstract page for arXiv paper 2512.14018: PerfCoder: Large Language Models for Interpretable Code Performance Optimization

[2512.09682] Dynamic one-time delivery of critical data by small and sparse UAV swarms: a model problem for MARL scaling studies

Abstract page for arXiv paper 2512.09682: Dynamic one-time delivery of critical data by small and sparse UAV swarms: a model problem for MARL scaling studies

[2511.22893] Switching-time bioprocess control with pulse-width-modulated optogenetics

Abstract page for arXiv paper 2511.22893: Switching-time bioprocess control with pulse-width-modulated optogenetics

[2511.15204] Physics-Based Benchmarking Metrics for Multimodal Synthetic Images

Abstract page for arXiv paper 2511.15204: Physics-Based Benchmarking Metrics for Multimodal Synthetic Images

[2511.02805] MemSearcher: Training LLMs to Reason, Search and Manage Memory via End-to-End Reinforcement Learning

Abstract page for arXiv paper 2511.02805: MemSearcher: Training LLMs to Reason, Search and Manage Memory via End-to-End Reinforcement Learning

[2510.16079] EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle

Abstract page for arXiv paper 2510.16079: EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle

[2510.22944] Is Your Prompt Poisoning Code? Defect Induction Rates and Security Mitigation Strategies

Abstract page for arXiv paper 2510.22944: Is Your Prompt Poisoning Code? Defect Induction Rates and Security Mitigation Strategies

[2510.04850] Detecting Distillation Data from Reasoning Models

Abstract page for arXiv paper 2510.04850: Detecting Distillation Data from Reasoning Models

[2510.02371] Federated Spatiotemporal Graph Learning for Passive Attack Detection in Smart Grids

Abstract page for arXiv paper 2510.02371: Federated Spatiotemporal Graph Learning for Passive Attack Detection in Smart Grids

[2510.01685] How Do Language Models Compose Functions?

Abstract page for arXiv paper 2510.01685: How Do Language Models Compose Functions?

[2509.12047] A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset

Abstract page for arXiv paper 2509.12047: A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset

[2508.10880] Searching for Privacy Risks in LLM Agents via Simulation

Abstract page for arXiv paper 2508.10880: Searching for Privacy Risks in LLM Agents via Simulation

[2506.21582] VIDEE: Visual and Interactive Decomposition, Execution, and Evaluation of Text Analytics with Intelligent Agents

Abstract page for arXiv paper 2506.21582: VIDEE: Visual and Interactive Decomposition, Execution, and Evaluation of Text Analytics with Intelligent Agents