conftrace_

Langzhou He

3 papers · 2025–2026 · 2 conferences · across top CS/AI conferences

Conferences

ACL (2) ICML (1)

Top co-authors

Philip S. Yu (3) Zhen Su (1) Chunyu Miao (1) Liancheng Fang (1) Dongyuan Li (1) Kenan Kamel A Alghythee (1) Jinda Han (1) Zihe Song (1) Yangning Li (1) Frank Hellmann (1)

Keywords

knowledge representation (1) hallucination detection (1) structured knowledge (1) semantic grounding (1) safety guardrail (1) report generation (1) large language model (1) mechanistic analysis (1) open-domain evaluation (1) deep research framework (1) defense success rate (1)

Papers

Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations ACL 2026 Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety ACL 2026 SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning ICML 2025