Scene Recognition with Comprehensive Regions Graph Modeling. - Haitao Zeng; Gongwei Chen (ICIG (3), 2019)

MUCH: Mutual Coupling Enhancement of Scene Recognition and Dense Captioning. - Xinhang Song; Bohan Wang; Gongwei Chen; Shuqiang Jiang (ACM Multimedia, 2019)

Deep Patch Representations with Shared Codebook for Scene Classification. - Shuqiang Jiang; Gongwei Chen; Xinhang Song; Linhu Liu (ACM Trans. Multim. Comput. Commun. Appl., 2019)

Scene Recognition With Prototype-Agnostic Scene Layout. - Gongwei Chen; Xinhang Song; Haitao Zeng; Shuqiang Jiang (IEEE Trans. Image Process., 2020)

Image Representations With Spatial Object-to-Object Relations for RGB-D Scene Recognition. - Xinhang Song; Shuqiang Jiang; Bohan Wang; Chengpeng Chen; Gongwei Chen (IEEE Trans. Image Process., 2020)

Learning Scene Attribute for Scene Recognition. - Haitao Zeng; Xinhang Song; Gongwei Chen; Shuqiang Jiang (IEEE Trans. Multim., 2020)

See More for Scene: Pairwise Consistency Learning for Scene Classification. - Gongwei Chen; Xinhang Song; Bohan Wang; Shuqiang Jiang (NeurIPS, 2021)

An Accurate and Efficient Large-scale Regression Method through Best Friend Clustering. - Kun Li; Liang Yuan; Yunquan Zhang; Gongwei Chen (CoRR, 2021)

Amorphous Region Context Modeling for Scene Recognition. - Haitao Zeng; Xinhang Song; Gongwei Chen; Shuqiang Jiang (IEEE Trans. Multim., 2022)

An Accurate and Efficient Large-Scale Regression Method Through Best Friend Clustering. - Kun Li 016; Liang Yuan; Yunquan Zhang; Gongwei Chen (IEEE Trans. Parallel Distributed Syst., 2022)

Composite Object Relation Modeling for Few-Shot Scene Recognition. - Xinhang Song; Chenlong Liu; Haitao Zeng; Yaohui Zhu; Gongwei Chen; Xiaorong Qin; Shuqiang Jiang (IEEE Trans. Image Process., 2023)

LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge. - Gongwei Chen; Leyang Shen; Rui Shao 001; Xiang Deng; Liqiang Nie (CVPR, 2024)

Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks. - Zaijing Li; Yuquan Xie; Rui Shao 001; Gongwei Chen; Dongmei Jiang; Liqiang Nie (NeurIPS, 2024)

Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL. - Qi Lv 001; Xiang Deng; Gongwei Chen; Michael Yu Wang; Liqiang Nie (NeurIPS, 2024)

MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models. - Leyang Shen; Gongwei Chen; Rui Shao 001; Weili Guan; Liqiang Nie (NeurIPS, 2024)

Deep learning model for the automated detection and classification of central canal and neural foraminal stenosis upon cervical spine magnetic resonance imaging. - Enlong Zhang; Meiyi Yao; Yuan Li; Qizheng Wang; Xinhang Song; Yongye Chen; Ke Liu; Weili Zhao; Xiaoying Xing; Yan Zhou; Fanyu Meng; Hanqiang Ouyang; et al. (BMC Medical Imaging, 2024)

Enhancing the Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought. - Zaijing Li; Gongwei Chen; Rui Shao 001; Dongmei Jiang; Liqiang Nie (CoRR, 2024)

Token-level Correlation-guided Compression for Efficient Multimodal Document Understanding. - Renshan Zhang; Yibo Lyu; Rui Shao 001; Gongwei Chen; Weili Guan; Liqiang Nie (CoRR, 2024)

GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent. - Bin Xie; Rui Shao 001; Gongwei Chen; Kaiwen Zhou; Yinchuan Li; Jie Liu 001; Min Zhang 005; Liqiang Nie (ACL (1), 2025)

Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation. - Yanda Chen; Gongwei Chen; Miao Zhang; Weili Guan; Liqiang Nie (CVPR, 2025)

Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy. - Zaijing Li; Yuquan Xie; Rui Shao 001; Gongwei Chen; Dongmei Jiang; Liqiang Nie (CVPR, 2025)

Spa-Bench: a comprehensive Benchmark for Smartphone Agent Evaluation. - Jingxuan Chen; Derek Yuen; Bin Xie; Yuhao Yang; Gongwei Chen; Zhihao Wu; Li Yixing; Xurui Zhou; Weiwen Liu; Shuai Wang 020; Kaiwen Zhou; Rui Shao 001; et al. (ICLR, 2025)

FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers. - Renshan Zhang; Rui Shao 001; Gongwei Chen; Kaiwen Zhou; Weili Guan; Liqiang Nie (CoRR, 2025)

D2AF: A Dual-Driven Annotation and Filtering Framework for Visual Grounding. - Yichi Zhang; Gongwei Chen; Jun Zhu; Jia Wan (CoRR, 2025)

Optimus-3: Towards Generalist Multimodal Minecraft Agents with Scalable Task Experts. - Zaijing Li; Yuquan Xie; Rui Shao 001; Gongwei Chen; Weili Guan; Dongmei Jiang; Liqiang Nie (CoRR, 2025)

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills. - Yuquan Xie; Zaijing Li; Rui Shao 001; Gongwei Chen; Kaiwen Zhou; Yinchuan Li; Dongmei Jiang; Liqiang Nie (CoRR, 2025)

Less is More: Empowering GUI Agent with Context-Aware Simplification. - Gongwei Chen; Xurui Zhou; Rui Shao 001; Yibo Lyu; Kaiwen Zhou; Shuai Wang 020; Wentao Li; Yinchuan Li; Zhongang Qi; Liqiang Nie (CoRR, 2025)

PUMA: Layer-Pruned Language Model for Efficient Unified Multimodal Retrieval with Modality-Adaptive Learning. - Yibo Lyu; Rui Shao 001; Gongwei Chen; Yijie Zhu; Weili Guan; Liqiang Nie (CoRR, 2025)

Enhancing Diffusion-based Dataset Distillation via Adversary-Guided Curriculum Sampling. - Lexiao Zou; Gongwei Chen; Yanda Chen; Miao Zhang (CoRR, 2025)

DAgger Diffusion Navigation: DAgger Boosted Diffusion Policy for Vision-Language Navigation. - Haoxiang Shi; Xiang Deng; Zaijing Li; Gongwei Chen; Yaowei Wang 001; Liqiang Nie (CoRR, 2025)