Cooperative Light-Field Image Super-Resolution Based on Multi-Modality Embedding and Fusion With Frequency Attention. - Hui Yao; Jieji Ren; Xiangchao Yan; Mingjun Ren (IEEE Signal Process. Lett., 2022)

Bi3D: Bi-Domain Active Learning for Cross-Domain 3D Object Detection. - Jiakang Yuan; Bo Zhang 069; Xiangchao Yan; Tao Chen 003; Botian Shi; Yikang Li 002; Yu Qiao 001 (CVPR, 2023)

AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset. - Jiakang Yuan; Bo Zhang 069; Xiangchao Yan; Botian Shi; Tao Chen 003; Yikang Li 002; Yu Qiao 001 (NeurIPS, 2023)

SPOT: Scalable 3D Pre-training via Occupancy Prediction for Autonomous Driving. - Xiangchao Yan; Runjian Chen; Bo Zhang 069; Jiakang Yuan; Xinyu Cai; Botian Shi; Wenqi Shao; Junchi Yan; Ping Luo 002; Yu Qiao 001 (CoRR, 2023)

ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation. - Bo Zhang 069; Xinyu Cai; Jiakang Yuan; Donglin Yang; Jianfei Guo; Xiangchao Yan; Renqiu Xia; Botian Shi; Min Dou; Tao Chen 003; Si Liu 001; Junchi Yan; et al. (ICLR, 2024)

Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy. - Hancheng Ye; Jiakang Yuan; Renqiu Xia; Xiangchao Yan; Tao Chen 003; Junchi Yan; Botian Shi; Bo Zhang 069 (NeurIPS, 2024)

How far are we to GPT-4V? Closing the gap to commercial multimodal models with open-source suites. - Zhe Chen 017; Weiyun Wang; Hao Tian 006; Shenglong Ye; Zhangwei Gao; Erfei Cui; Wenwen Tong; Kongzhi Hu; Jiapeng Luo; Zheng Ma; Ji Ma; Jiaqi Wang 003; et al. (Sci. China Inf. Sci., 2024)

ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning. - Renqiu Xia; Bo Zhang 069; Hancheng Ye; Xiangchao Yan; Qi Liu; Hongbin Zhou; Zijun Chen; Min Dou; Botian Shi; Junchi Yan; Yu Qiao 001 (CoRR, 2024)

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text. - Qingyun Li; Zhe Chen 017; Weiyun Wang; Wenhai Wang; Shenglong Ye; Zhenjiang Jin; Guanzhou Chen 004; Yinan He; Zhangwei Gao; Erfei Cui; Jiashuo Yu; Hao Tian 006; et al. (CoRR, 2024)

DocGenome: An Open Large-scale Scientific Document Benchmark for Training and Testing Multi-modal Large Language Models. - Renqiu Xia; Song Mao; Xiangchao Yan; Hongbin Zhou; Bo Zhang 069; Haoyang Peng; Jiahao Pi; Daocheng Fu; Wenjie Wu; Hancheng Ye; Shiyang Feng; Bin Wang 065; et al. (CoRR, 2024)

SURVEYFORGE : On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing. - Xiangchao Yan; Shiyang Feng; Jiakang Yuan; Renqiu Xia; Bin Wang 065; Lei Bai 001; Bo Zhang 069 (ACL (1), 2025)

Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback. - Jiakang Yuan; Xiangchao Yan; Bo Zhang 069; Tao Chen 003; Botian Shi; Wanli Ouyang; Yu Qiao 001; Lei Bai 001; Bowen Zhou 002 (ACL (1), 2025)

GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training. - Renqiu Xia; Mingsheng Li; Hancheng Ye; Wenjie Wu; Hongbin Zhou; Jiakang Yuan; Tianshuo Peng; Xinyu Cai; Xiangchao Yan; Bin Wang 065; Conghui He; Botian Shi; et al. (ICLR, 2025)

Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback. - Jiakang Yuan; Xiangchao Yan; Botian Shi; Tao Chen 003; Wanli Ouyang; Bo Zhang 069; Lei Bai 001; Yu Qiao 001; Bowen Zhou 002 (CoRR, 2025)

OmniCaptioner: One Captioner to Rule Them All. - Yiting Lu; Jiakang Yuan; Zhen Li; Shitian Zhao; Qi Qin; Xinyue Li; Le Zhuo; Licheng Wen; Dongyang Liu; Yuewen Cao; Xiangchao Yan; Xin Li 082; et al. (CoRR, 2025)

NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification. - Bo Zhang 069; Shiyang Feng; Xiangchao Yan; Jiakang Yuan; Zhiyin Yu; Xiaohan He; Songtao Huang; Shaowei Hou; Zheng Nie; Zhilong Wang; Jinyao Liu; Runmin Ma; et al. (CoRR, 2025)