Ensemble of differential evolution and gaining-sharing knowledge with exchange of individuals chosen based on fitness and lifetime. - Xuanyu Zhu 001; Chenxi Ye; Luqi He; Hongbo Zhu; Tingzi Chi; Jinghan Hu (Soft Comput., 2023)

Differential evolution with alternation between steady monopoly and transient competition of mutation strategies. - Chenxi Ye; Chengjun Li; Yang Li 090; Yufei Sun; Wenxuan Yang; Mingyuan Bai; Xuanyu Zhu 001; Jinghan Hu; Tingzi Chi; Hongbo Zhu; Luqi He (Swarm Evol. Comput., 2023)

RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark. - Yang Shi 009; Yuhao Dong; Yue Ding 009; Yuran Wang 003; Xuanyu Zhu 001; Sheng Zhou; Wenting Liu; Haochen Tian 001; Rundong Wang; Huanqian Wang; Zuyan Liu; Bohan Zeng; et al. (CoRR, 2025)

VTC-Bench: Evaluating Agentic Multimodal Models via Compositional Visual Tool Chaining. - Xuanyu Zhu 001; Yuhao Dong; Rundong Wang; Yang Shi 009; Zhipeng Wu; Yinlun Peng; YiFan Zhang; Yihang Lou; Yuanxing Zhang; Ziwei Liu 002; Yan Bai; Yuan Zhou (CoRR, 2026)

Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization. - Xuanyu Zhu 001; Yan Bai; Yang Shi 009; Yihang Lou; Yuanxing Zhang; Jing Jin; Yuan Zhou (CoRR, 2026)

MMVIAD: Multi-view Multi-task Video Understanding for Industrial Anomaly Detection. - Xiran Zhao; Jing Jin; Yan Bai; Zhongan Wang; Yifeng Sun; Yihang Lou; Xuanyu Zhu 001; Tao Feng; Yingna Wu (CoRR, 2026)

Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling. - Xuehai Bai; Yang Shi 009; Yifan Zhang 004; Xuanyu Zhu 001; Yuran Wang 003; Yifan Dai; Xinyu Liu; Yiyan Ji; Xiaoling Gu; Yuanxing Zhang (CoRR, 2026)

Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos. - Yuqi Tang; Yang Shi 009; Zhuoran Zhang 003; Qixun Wang 002; Xuehai Bai; Yue Ding 009; Ruizhe Chen; Bohan Zeng; Xinlong Chen; Xuanyu Zhu 001; Bozhou Li; Yuran Wang 003; et al. (CoRR, 2026)

LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV. - Tengfei Liu; Yang Shi 009; Xuanyu Zhu 001; Jiafu Tang; Liu Yang; Qixun Wang 002; Zhuoran Zhang 003; Yuqi Tang; Fengxiang Wang; Yuhao Dong; Xinlong Chen; Bozhou Li; et al. (CoRR, 2026)