3 papers
cs.CL2026
FiLM-Coordinated Dual-Branch Transformer for Global-Local Dependency Modeling in Language Modeling
Zhiqiang Zhou, Xu Ling, Junliang Dai
Standard Transformers use a single self-attention pathway to model both global dependencies and local patterns, creating tension between long-range structural reasoning and fine-gr…
cs.CV2026
Gen-VCoT: Generative Visual Chain-of-Thought Reasoning via Diffusion-Based RGB Intermediate Representations
Zhiqiang Zhou, Junliang Dai, Xu ling
Multimodal large language models (MLLMs) excel at visual reasoning but rely on text-based chain-of-thought (CoT), lacking interpretable visual intermediates. Existing methods use o…
cs.LG2026
TriAdReview: Triangular Adversarial Review Architecture for Multi-Model Technical Document Generation
Zhiqiang Zhou, Junliang Dai, Xu Ling
Large language models (LLMs) are increasingly used for technical document generation, yet single-model outputs often suffer from over-engineering, security blind spots, and incompl…