Md Rizwan Parvez

TimeSpot: Benchmarking Geo-Temporal Understanding in Vision–Language Models in Real-World Settings

SpatiaLab: Can Vision–Language Models Perform Spatial Reasoning in the Wild?

WebOperator: Action-Aware Tree Search for Autonomous Agents in Web Environment

Poisoning LLM-based Code Agents with Styles

When Two is Enough: CoT–PoT Ensembling for Efficient Self-Consistency in LLM Reasoning

Xolver: Generalist Reasoning and Problem Solving through Federated Multi-Agent Dynamics and Holistic Experience Learning

MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models

AI Debate Aids Assessment of Controversial Claims

X-Teaming: Multi-Turn Jailbreaks and Defenses with Adaptive Multi-Agents

MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models

VideoLights: A Cross-Modal Cross-Task Transformer Model for Joint Video Highlight Detection and Moment Retrieval