Multi-Glimpse Network: A Robust and Efficient Classification Architecture based on Recurrent Downsampled Attention. - Sia Huat Tan; Runpei Dong; Kaisheng Ma (BMVC, 2021)

NN-Baton: DNN Workload Orchestration and Chiplet Granularity Exploration for Multichip Accelerators. - Zhanhong Tan; Hongyu Cai; Runpei Dong; Kaisheng Ma (ISCA, 2021)

Contrastive Deep Supervision. - Linfeng Zhang 001; Xin Chen 071; Junbo Zhang; Runpei Dong; Kaisheng Ma (ECCV (26), 2022)

Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks. - Runpei Dong; Zhanhong Tan; Mengdi Wu; Linfeng Zhang 001; Kaisheng Ma (ICML, 2022)

Region-aware Knowledge Distillation for Efficient Image-to-Image Translation. - Linfeng Zhang 001; Xin Chen 071; Runpei Dong; Kaisheng Ma (BMVC, 2023)

PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection. - Linfeng Zhang 001; Runpei Dong; Hung-Shuo Tai; Kaisheng Ma (CVPR, 2023)

CORSD: Class-Oriented Relational Self Distillation. - Muzhou Yu; Sia Huat Tan; Kailu Wu; Runpei Dong; Linfeng Zhang 001; Karsheng Ma (ICASSP, 2023)

CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP. - Junbo Zhang; Runpei Dong; Kaisheng Ma (ICCV (Workshops), 2023)

Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? - Runpei Dong; Zekun Qi; Linfeng Zhang 001; Junbo Zhang; Jianjian Sun; Zheng Ge; Li Yi 001; Kaisheng Ma (ICLR, 2023)

Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining. - Zekun Qi; Runpei Dong; Guofan Fan; Zheng Ge; Xiangyu Zhang 005; Kaisheng Ma; Li Yi 001 (ICML, 2023)

VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation. - Zekun Qi; Muzhou Yu; Runpei Dong; Kaisheng Ma (NeurIPS, 2023)

CORSD: Class-Oriented Relational Self Distillation. - Muzhou Yu; Sia Huat Tan; Kailu Wu; Runpei Dong; Linfeng Zhang 001; Kaisheng Ma (CoRR, 2023)

ShapeLLM: Universal 3D Object Understanding for Embodied Interaction. - Zekun Qi; Runpei Dong; Shaochen Zhang; Haoran Geng; Chunrui Han; Zheng Ge; Li Yi 001; Kaisheng Ma (ECCV (43), 2024)

DreamLLM: Synergistic Multimodal Comprehension and Creation. - Runpei Dong; Chunrui Han; Yuang Peng; Zekun Qi; Zheng Ge; Jinrong Yang; Liang Zhao; Jianjian Sun; Hongyu Zhou; Haoran Wei; Xiangwen Kong; Xiangyu Zhang 005; et al. (ICLR, 2024)

ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning. - Liang Zhao; En Yu; Zheng Ge; Jinrong Yang; Haoran Wei; Hongyu Zhou; Jianjian Sun; Yuang Peng; Runpei Dong; Chunrui Han; Xiangyu Zhang 005 (IJCAI, 2024)

ShapeLLM: Universal 3D Object Understanding for Embodied Interaction. - Zekun Qi; Runpei Dong; Shaochen Zhang; Haoran Geng; Chunrui Han; Zheng Ge; He Wang 010; Li Yi 001; Kaisheng Ma (CoRR, 2024)

Positional Prompt Tuning for Efficient 3D Representation Learning. - Shaochen Zhang; Zekun Qi; Runpei Dong; Xiuxiu Bai; Xing Wei (CoRR, 2024)

Exploring Recurrent Long-Term Temporal Fusion for Multi-View 3D Perception. - Chunrui Han; Jinrong Yang; Jianjian Sun; Zheng Ge; Runpei Dong; Hongyu Zhou; Weixin Mao; Yuang Peng; Xiangyu Zhang 005 (IEEE Robotics Autom. Lett., 2024)

Taming Teacher Forcing for Masked Autoregressive Video Generation. - Deyu Zhou; Quan Sun; Yuang Peng; Kun Yan; Runpei Dong; Duomin Wang; Zheng Ge; Nan Duan; Xiangyu Zhang 005 (CVPR, 2025)

DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation. - Yuang Peng; Yuxin Cui; Haomiao Tang; Zekun Qi; Runpei Dong; Jing Bai; Chunrui Han; Zheng Ge; Xiangyu Zhang 005; Shu-Tao Xia (ICLR, 2025)

Taming Teacher Forcing for Masked Autoregressive Video Generation. - Deyu Zhou; Quan Sun; Yuang Peng; Kun Yan; Runpei Dong; Duomin Wang; Zheng Ge; Nan Duan; Xiangyu Zhang 005; Lionel M. Ni; Heung-Yeung Shum (CoRR, 2025)

Learning Getting-Up Policies for Real-World Humanoid Robots. - Xialin He; Runpei Dong; Zixuan Chen; Saurabh Gupta 001 (CoRR, 2025)

SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation. - Zekun Qi; Wenyao Zhang; Yufei Ding 002; Runpei Dong; Xinqiang Yu; Jingwen Li; Lingyun Xu; Baoyu Li; Xialin He; Guofan Fan; Jiazhao Zhang; Jiawei He; et al. (CoRR, 2025)

Perception in Reflection. - Yana Wei; Liang Zhao; Kangheng Lin; En Yu; Yuang Peng; Runpei Dong; Jianjian Sun; Haoran Wei; Zheng Ge; Xiangyu Zhang 005; Vishal M. Patel (CoRR, 2025)

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time. - Junyu Zhang; Runpei Dong; Han Wang; Xuying Ning; Haoran Geng; Peihao Li; Xialin He; Yutong Bai; Jitendra Malik; Saurabh Gupta 001; Huan Zhang (CoRR, 2025)

DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge. - Wenyao Zhang; Hongsi Liu; Zekun Qi; Yunnan Wang; Xinqiang Yu; Jiazhao Zhang; Runpei Dong; Jiawei He; He Wang 010; Zhizheng Zhang 011; Li Yi 001; Wenjun Zeng 001; et al. (CoRR, 2025)