Zhi-Yun Jiang

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Reasoning & Chain-of-Thought (2)Architecture Design (Transformers, SSMs, MoE) (1)Multimodal Models (1)Eval Frameworks & Benchmarks (1)Scaling Laws & Emergent Abilities (1)

Frequent co-authors

Han-Yong Wang (2)Binbin Liang (2)Yu Xie (2)Meng-Long Yang (2)Wei Li (2)Zhiyun Jiang (1)Hanyong Wang (1)Binbin Liang (1)

Papers (2)

Sep 17, 2026

Zhi-Yun Jiang +5Sep 17, 2026

Absence is Presence: Understanding Visual Scene Negative Events Under Safety Cognitive Constraint

Inspired by human cognition, CRCD reformulates the task as counterfactual latent change captioning to bypass affirmation bias, and contrasts a synthesized safe expectation with reality to identify semantic omissions.

Zhi-Yun Jiang, Han-Yong Wang, Binbin Liang +3

Architecture Design (Transformers, SSMs, MoE)Multimodal Models Reasoning & Chain-of-Thought

Zhiyun Jiang +9Sep 17, 2026

Benchmarking MLLMs via Cognitive Expected Scene Graph for Safety-Critical Visual Negation Understanding

This work defines the task of safety as a highly pragmatic and critical cognitive dimension, and proposes the Cognitive Expected Scene Graph (CESG) Score, a structure-grounded, polarity-aware evaluation metric.

Zhiyun Jiang, Zhi-Yun Jiang, Hanyong Wang +7

Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought Scaling Laws & Emergent Abilities

Zhi-Yun Jiang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Zhi-Yun Jiang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)