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Haifeng Jing

2 accepted papers

2026

Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models

AAAI 2026technical

Emotional support is a core capability in human-AI interaction, with applications including psychological counseling, role play, and companionship. However, existing evaluations of large language models (LLMs) often rely on short, static dialogues and fail to capture the dynamic and long-term nature

Cited by 0SourcePDFScholar
2025

Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration

AAAI 2025technical

Recent years, multi-hop reasoning has been widely studied for knowledge graph (KG) reasoning due to its efficacy and interpretability. However, previous multi-hop reasoning approaches are subject to two primary shortcomings. First, agents struggle to learn effective and robust policies at the early…