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Hao Liang

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• BrowseComp-$V^3$: A Visual, Vertical, and Verifiable Benchmark for Multimodal Browsing Agents
• Is Pure Exploitation Sufficient in Exogenous MDPs with Linear Function Approximation?
• Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling
• VABench: A Comprehensive Benchmark for Audio-Video Generation
• Text2SQL-Flow: A Robust SQL-Aware Data Augmentation Framework for Text-to-SQL
• MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging
• Jarvis: Towards Personalized AI Assistant via Personal KV-Cache Retrieval
• Causality Meets Locality: Provably Generalizable and Scalable Policy Learning for Networked Systems
• LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding