📝 Publications

LogicGraph: Benchmarking Multi-Path Logical Reasoning via Neuro-Symbolic Generation and Verification
Yanrui Wu, Lingling Zhang, Xinyu Zhang, et al., EMNLP 2026 (CCF-B)

• A benchmark for multi-path logical reasoning built with neuro-symbolic generation and verification.

Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving
Xinyu Zhang, et al., ACL 2026 (CCF-A, Oral, ~2%)

• Resolves multi-paradigm ambiguity in optimization problem solving with a dual-cluster memory agent.

Beyond Layer-Wise Merging: Chain-of-Merging for Vision-Language Models
Xinyu Zhang, et al., CVPR 2026 (CCF-A)

• A dynamic chain-of-merging strategy for compressing vision-language models.

CoFFT: Chain of Foresight-Focus Thought for Visual Language Models
Xinyu Zhang, et al., NeurIPS 2025 (CCF-A)

• Proposed a training-free method to adaptively adjust visual focus for VLMs.

PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Xinyu Zhang, et al., ACL 2025 (CCF-A)

• The first benchmark specifically targeting physics-based visual reasoning.

Alignment Relation is What You Need for Diagram Parsing
Xinyu Zhang, et al., IEEE-TIP 2024 (CCF-A, SCI-Q1)

• Focuses on curriculum-level diagram parsing and question generation.