Context-Aware Gridding Non-local Block for Improving Object Detection in UAV Images. - Ruilin Yao; Shengwu Xiong 001; Yi Rong (ICMLC, 2024)

Visual Grounding with Multi-modal Conditional Adaptation. - Ruilin Yao; Shengwu Xiong 001; Yichen Zhao; Yi Rong (ACM Multimedia, 2024)

Oriented Object Detector With Gaussian Distribution Cost Label Assignment and Task-Decoupled Head. - Qiangqiang Huang; Ruilin Yao; Xiaoqiang Lu; Jishuai Zhu; Shengwu Xiong 001; Yaxiong Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

CTOD: Cross-Attentive Task-Alignment for One-Stage Object Detection. - Ruilin Yao; Yi Rong; Qiangqiang Huang; Shengwu Xiong 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Context-driven and sparse decoding for Remote Sensing Visual Grounding. - Yichen Zhao; Yaxiong Chen; Ruilin Yao; Shengwu Xiong 001; Xiaoqiang Lu (Inf. Fusion, 2025)

Location-Oriented Sound Event Localization and Detection with Spatial Mapping and Regression Localization. - Xueping Zhang; Yaxiong Chen; Ruilin Yao; Yunfei Zi; Shengwu Xiong 001 (CoRR, 2025)

LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models. - Ruilin Yao; Bo Zhang 069; Jirui Huang; Xinwei Long; Yifang Zhang; Tianyu Zou; Yufei Wu; Shichao Su; Yifan Xu; Wenxi Zeng; Zhaoyu Yang; Guoyou Li; et al. (CoRR, 2025)

Aligning MLLM Benchmark With Human Preferences via Structural Equation Modeling. - Tianyu Zou; Shengwu Xiong 001; Ruilin Yao; Jirui Huang; Yi Rong; Yaxiong Chen; Shili Xiong; Cong Wang (CoRR, 2025)

Balancing Conservatism and Aggressiveness: Prototype-Affinity Hybrid Network for Few-Shot Segmentation. - Tianyu Zou; Shengwu Xiong 001; Ruilin Yao; Yi Rong (CoRR, 2025)