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Guoliang Zhao

2 accepted papers

2026

Probing How Scalable Table Data Enhances General Long-Context Reasoning

ICML 2026poster

As real-world tasks grow increasingly complex, long-context reasoning has become a core capability for Large Language Models (LLMs). However, few studies explore which data types are effective for long-context reasoning and why. We find that structured table data with periodic structures shows stron…

Cited by 0SourceScholar
2022

Hierarchical Multi-Supervision Multi-Interaction Graph Attention Network for Multi-Camera Pedestrian Trajectory Prediction

AAAI 2022technical

Pedestrian trajectory prediction has become an essential underpinning in various human-centric applications including but not limited to autonomous vehicles, intelligent surveillance system and social robotics. Previous research endeavors mainly focus on single camera trajectory prediction (SCTP), w…

Cited by 3SourcePDFScholar