Sirui Chen

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authored 11 papers 20 days ago

From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities

Paper • 2401.15071 • Published Jan 26, 2024 • 37

Causal Evaluation of Language Models

Paper • 2405.00622 • Published May 1, 2024 • 2

SafeWork-R1: Coevolving Safety and Intelligence under the AI-45$^{\circ}$ Law

Paper • 2507.18576 • Published Jul 24 • 8

CauSight: Learning to Supersense for Visual Causal Discovery

Paper • 2512.01827 • Published 27 days ago • 5

ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search

Paper • 2504.10893 • Published Apr 15 • 3

DEPO: Dual-Efficiency Preference Optimization for LLM Agents

Paper • 2511.15392 • Published Nov 19 • 1

Exploring Consciousness in LLMs: A Systematic Survey of Theories, Implementations, and Frontier Risks

Paper • 2505.19806 • Published May 26 • 1

Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension Ability

Paper • 2411.19456 • Published Nov 29, 2024 • 1

From Imitation to Introspection: Probing Self-Consciousness in Language Models

Paper • 2410.18819 • Published Oct 24, 2024 • 1

CLEAR: Can Language Models Really Understand Causal Graphs?

Paper • 2406.16605 • Published Jun 24, 2024 • 1

Synthesis by Design: Controlled Data Generation via Structural Guidance

Paper • 2506.07664 • Published Jun 9 • 1