Zhen-Bin Wang

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (2)Multimodal Models (2)Scaling Laws & Emergent Abilities (1)RLHF & Preference Learning (1)

Frequent co-authors

Lei Zhang (2)Lituan Wang (2)Wei Huang (2)Zhen-Wei Zhang (2)

Papers (2)

Sep 15, 2026

Zhen-Bin Wang +55d ago·also Affiliation:

Layers, Sinks, and Scaling: Adaptive Evidence Selection for Multimodal Large Language Models

Adaptive Relevance-guided Evidence Allocation (AREA) is introduced, a training-free inference-time method that formulates evidence highlighting as adaptive allocation and establishes the best performance among training-free highlighting methods.

Zhen-Bin Wang, Lei Zhang, Lituan Wang +3

Eval Frameworks & Benchmarks Multimodal Models Scaling Laws & Emergent Abilities

Zhen-Bin Wang +55d ago·also Affiliation:

StackTok: Accelerating VLMs Inference with Budget-Adaptive Visual Token Selection

StackTok is introduced, a training-free selector that treats query relevance as the objective and visual coverage as budget-calibrated support in vision-language models and ranks first among training-free selectors in every tested model--budget setting.