Faguo Wu

5 papers · 2025–2026 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) ⭐ Rising Star (5)

Venues

ICLR (3) ACL (1) CVPR (1)

Top co-authors

Xiao Zhang (3) Tianyuan Chen (2) Zhaoxin Fan (1) Jiaji Liu (1) Hongwei Zheng (1) Feng Liu (1) Wenjun Wu (1) Bozhi Luan (1) Gen Li (1) Jifeng Guo (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Reinforcement Learning (2) Learning Types (2) Methods (2) Deep Learning (1) Architectures (1) Models (1) Optimization & Theory (1)

Keywords

offline reinforcement learning (2) density estimation (1) perturbation analysis (1) policy improvement (1) bellman operator (1) score function (1) dynamical system (1) partial differential equation (1) multimodal large language model (1) value overestimation (1) out-of-distribution action (1) in-sample learning (1) parameter efficiency (1) hallucination detection (1) fokker-planck equation (1) dialogue system (1) behavioral diversity (1) large language model (1) neural network (1) value ensemble (1)

Papers

Lyapunov Probes for Hallucination Detection in Large Foundation Models CVPR 2026 METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues ACL 2026 ACTIVE: Offline Reinforcement Learning via Adaptive Imitation and In-sample V-Ensemble ICLR 2025 Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood ICLR 2025 Score-based free-form architectures for high-dimensional Fokker-Planck equations ICLR 2025