Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain. - Mingchen Zhuge; Dehong Gao; Deng-Ping Fan; Linbo Jin; Ben Chen; Haoming Zhou; Minghui Qiu; Ling Shao 001 (CVPR, 2021)

Object Decoupling with Graph Correlation for Fine-Grained Image Classification. - Qiushi Guo; Mingchen Zhuge; Dehong Gao; Huiling Zhou; Xin Wang; Xiaonan Meng (ICME, 2021)

Towards Accurate Camouflaged Object Detection with Mixture Convolution and Interactive Fusion. - Bo Dong; Mingchen Zhuge; Yongxiong Wang; Hongbo Bi; Geng Chen (CoRR, 2021)

Cooperative Spectral-Spatial Attention Dense Network for Hyperspectral Image Classification. - Zhimin Dong; Yaoming Cai; Zhihua Cai; Xiaobo Liu 001; Zhaoyu Yang; Mingchen Zhuge (IEEE Geosci. Remote. Sens. Lett., 2021)

Audio-Visual MLP for Scoring Sport. - Jingfei Xia; Mingchen Zhuge; Tiantian Geng; Shun Fan; Yuantai Wei; Zhenyu He 001; Feng Zheng (CoRR, 2022)

Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network. - Ge-Peng Ji; Lei Zhu 012; Mingchen Zhuge; Keren Fu (Pattern Recognit., 2022)

CubeNet: X-shape connection for camouflaged object detection. - Mingchen Zhuge; Xiankai Lu; Yiyou Guo; Zhihua Cai; Shuhan Chen (Pattern Recognit., 2022)

Skating-Mixer: Long-Term Sport Audio-Visual Modeling with MLPs. - Jingfei Xia; Mingchen Zhuge; Tiantian Geng; Shun Fan; Yuantai Wei; Zhenyu He 001; Feng Zheng (AAAI, 2023)

NewsNet: A Novel Dataset for Hierarchical Temporal Segmentation. - Haoqian Wu; Keyu Chen; Haozhe Liu; Mingchen Zhuge; Bing Li 024; Ruizhi Qiao; Xiujun Shu; Bei Gan; Liangsheng Xu; Bo Ren 002; Mengmeng Xu; Wentian Zhang; et al. (CVPR, 2023)

Learning to Identify Critical States for Reinforcement Learning from Videos. - Haozhe Liu; Mingchen Zhuge; Bing Li 024; Yuhui Wang 004; Francesco Faccio; Bernard Ghanem; Jürgen Schmidhuber (ICCV, 2023)

QR-CLIP: Introducing Explicit Open-World Knowledge for Location and Time Reasoning. - Weimin Shi; Mingchen Zhuge; Zhong Zhou; Dehong Gao; Deng-Ping Fan (CoRR, 2023)

Masked Vision-language Transformer in Fashion. - Ge-Peng Ji; Mingchen Zhuge; Dehong Gao; Deng-Ping Fan; Christos Sakaridis; Luc Van Gool (Int. J. Autom. Comput., 2023)

Salient Object Detection via Integrity Learning. - Mingchen Zhuge; Deng-Ping Fan; Nian Liu; Dingwen Zhang; Dong Xu 001; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Goldfish: Vision-Language Understanding of Arbitrarily Long Videos. - Kirolos Ataallah; Xiaoqian Shen; Eslam Abdelrahman; Essam Sleiman; Mingchen Zhuge; Jian Ding 001; Deyao Zhu; Jürgen Schmidhuber; Mohamed Elhoseiny (ECCV (29), 2024)

MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework. - Sirui Hong; Mingchen Zhuge; Jonathan Chen; Xiawu Zheng; Yuheng Cheng; Jinlin Wang; Ceyao Zhang; Zili Wang; Steven Ka Shing Yau; Zijuan Lin; Liyang Zhou; Chenyu Ran; et al. (ICLR, 2024)

GPTSwarm: Language Agents as Optimizable Graphs. - Mingchen Zhuge; Wenyi Wang; Louis Kirsch; Francesco Faccio; Dmitrii Khizbullin; Jürgen Schmidhuber (ICML, 2024)

Multimodal Inplace Prompt Tuning for Open-set Object Detection. - Guilin Li; Mengdan Zhang; Xiawu Zheng; Peixian Chen; Zihan Wang; Yunhang Shen; Mingchen Zhuge; Chenglin Wu; Fei Chao 001; Ke Li 015; Xing Sun 001; Rongrong Ji (ACM Multimedia, 2024)

Language Agents as Optimizable Graphs. - Mingchen Zhuge; Wenyi Wang; Louis Kirsch; Francesco Faccio; Dmitrii Khizbullin; Jürgen Schmidhuber (CoRR, 2024)

Data Interpreter: An LLM Agent For Data Science. - Sirui Hong; Yizhang Lin; Bang Liu; Bangbang Liu; Binhao Wu; Danyang Li; Jiaqi Chen; Jiayi Zhang; Jinlin Wang; Li Zhang; Lingyao Zhang; Min Yang; et al. (CoRR, 2024)

OpenDevin: An Open Platform for AI Software Developers as Generalist Agents. - Xingyao Wang 002; Boxuan Li; Yufan Song; Frank F. Xu; Xiangru Tang; Mingchen Zhuge; Jiayi Pan; Yueqi Song; Bowen Li 002; Jaskirat Singh; Hoang H. Tran; Fuqiang Li; et al. (CoRR, 2024)

ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering. - Xiuying Chen; Tairan Wang; Taicheng Guo; Kehan Guo; Juexiao Zhou; Haoyang Li; Mingchen Zhuge; Jürgen Schmidhuber; Xin Gao 001; Xiangliang Zhang 001 (CoRR, 2024)

Agent-as-a-Judge: Evaluate Agents with Agents. - Mingchen Zhuge; Changsheng Zhao 002; Dylan R. Ashley; Wenyi Wang; Dmitrii Khizbullin; Yunyang Xiong; Zechun Liu; Ernie Chang; Raghuraman Krishnamoorthi; Yuandong Tian; Yangyang Shi; Vikas Chandra; et al. (CoRR, 2024)

Data Interpreter: An LLM Agent for Data Science. - Sirui Hong; Yizhang Lin; Bang Liu; Bangbang Liu; Binhao Wu; Ceyao Zhang; Danyang Li; Jiaqi Chen; Jiayi Zhang; Jinlin Wang; Li Zhang; Lingyao Zhang; et al. (ACL (Findings), 2025)

OpenHands: An Open Platform for AI Software Developers as Generalist Agents. - Xingyao Wang 002; Boxuan Li; Yufan Song; Frank F. Xu; Xiangru Tang; Mingchen Zhuge; Jiayi Pan; Yueqi Song; Bowen Li 002; Jaskirat Singh; Hoang H. Tran; Fuqiang Li; et al. (ICLR, 2025)

AFlow: Automating Agentic Workflow Generation. - Jiayi Zhang; Jinyu Xiang; Zhaoyang Yu; Fengwei Teng; Xionghui Chen; Jiaqi Chen; Mingchen Zhuge; Xin Cheng; Sirui Hong; Jinlin Wang; Bingnan Zheng; Bang Liu; et al. (ICLR, 2025)

Mindstorms in Natural Language-Based Societies of Mind. - Mingchen Zhuge; Haozhe Liu; Francesco Faccio; Dylan R. Ashley; Róbert Csordás; Anand Gopalakrishnan; Abdullah Hamdi; Hasan Abed Al Kader Hammoud; Vincent Herrmann; Kazuki Irie; Louis Kirsch; Bing Li 024; et al. (Comput. Vis. Media, 2025)

Connecting dreams with visual brainstorming instruction. - Yasheng Sun; Bohan Li; Mingchen Zhuge; Deng-Ping Fan; Salman H. Khan 001; Fahad Shahbaz Khan; Hideki Koike (Vis. Intell., 2025)

Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models. - Ruibin Xiong; Yimeng Chen; Dmitrii Khizbullin; Mingchen Zhuge; Jürgen Schmidhuber (CoRR, 2025)

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. - Bang Liu; Xinfeng Li; Jiayi Zhang; Jinlin Wang; Tanjin He; Sirui Hong; Hongzhang Liu; Shaokun Zhang; Kaitao Song; Kunlun Zhu; Yuheng Cheng; Suyuchen Wang; et al. (CoRR, 2025)

You Don't Know Until You Click:Automated GUI Testing for Production-Ready Software Evaluation. - Yutong Bian; Xianhao Lin; Yupeng Xie; Tianyang Liu; Mingchen Zhuge; Siyuan Lu; Haoming Tang; Jinlin Wang; Jiayi Zhang; Jiaqi Chen; Xiangru Tang; Yongxin Ni; et al. (CoRR, 2025)