Mengfan Li

3 papers · 2023–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) ACL (1) EMNLP (1)

Top co-authors

Xuanhua Shi (3) Yang Deng (2) Hai Jin (1) Yao Wan (1) Lei Tan (1) Zhengtao Liu (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Deep Learning (1) Knowledge & Reasoning (1) Architectures (1) Core Methods (1) Learning Types (1) Reasoning (1) Representation (1)

Keywords

theory of mind (2) knowledge graph reasoning (1) behavioral prediction (1) temporal knowledge graph (1) knowledge graph completion (1) event prediction (1) multi-layer perceptron (1) conversational recommender system (1) mental state inference (1) causal tracing (1) activation steering (1) social reasoning (1) structural dependency (1) large language model (1) dialogue strategy (1) graph neural network (1) link prediction (1) cognitive inference (1)

Papers

CoSToM: Causal-oriented Steering for Intrinsic Theory-of-Mind Alignment in Large Language Models ACL 2026 RecToM: A Benchmark for Evaluating Machine Theory of Mind in LLM-based Conversational Recommender Systems AAAI 2026 SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning EMNLP 2023