Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification. - Hang Xu 004; Lewei Yao; Zhenguo Li; Xiaodan Liang; Wei Zhang 196 (ICCV, 2019)

SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection. - Lewei Yao; Hang Xu 004; Wei Zhang 196; Xiaodan Liang; Zhenguo Li (AAAI, 2020)

Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation. - Lewei Yao; Renjie Pi; Hang Xu 004; Wei Zhang 196; Zhenguo Li; Tong Zhang 001 (CVPR, 2021)

G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation. - Lewei Yao; Renjie Pi; Hang Xu 004; Wei Zhang 196; Zhenguo Li; Tong Zhang 001 (ICCV, 2021)

FILIP: Fine-grained Interactive Language-Image Pre-Training. - Lewei Yao; Runhui Huang; Lu Hou; Guansong Lu; Minzhe Niu; Hang Xu 004; Xiaodan Liang; Zhenguo Li; Xin Jiang 002; Chunjing Xu (ICLR, 2022)

Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark. - Jiaxi Gu; Xiaojun Meng; Guansong Lu; Lu Hou; Niu Minzhe; Xiaodan Liang; Lewei Yao; Runhui Huang; Wei Zhang 196; Xin Jiang 002; Chunjing Xu; Hang Xu 004 (NeurIPS, 2022)

DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection. - Lewei Yao; Jianhua Han; Youpeng Wen; Xiaodan Liang; Dan Xu 002; Wei Zhang 196; Zhenguo Li; Chunjing Xu; Hang Xu 004 (NeurIPS, 2022)

DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-training via Word-Region Alignment. - Lewei Yao; Jianhua Han; Xiaodan Liang; Dan Xu 002; Wei Zhang 196; Zhenguo Li; Hang Xu 004 (CVPR, 2023)

DetGPT: Detect What You Need via Reasoning. - Renjie Pi; Jiahui Gao; Shizhe Diao; Rui Pan 002; Hanze Dong; Jipeng Zhang; Lewei Yao; Jianhua Han; Hang Xu 004; Lingpeng Kong; Tong Zhang 001 (EMNLP, 2023)

DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning. - Enze Xie; Lewei Yao; Han Shi; Zhili Liu; Daquan Zhou; Zhaoqiang Liu; Jiawei Li; Zhenguo Li (ICCV, 2023)

DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation. - Shentong Mo; Enze Xie; Ruihang Chu; Lewei Yao; Lanqing Hong; Matthias Nießner; Zhenguo Li (CoRR, 2023)

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis. - Junsong Chen; Jincheng Yu; Chongjian Ge; Lewei Yao; Enze Xie; Yue Wu 002; Zhongdao Wang; James T. Kwok; Ping Luo 002; Huchuan Lu; Zhenguo Li (CoRR, 2023)

PerceptionGPT: Effectively Fusing Visual Perception Into LLM. - Renjie Pi; Lewei Yao; Jiahui Gao; Jipeng Zhang; Tong Zhang 001 (CVPR, 2024)

DetCLIPv3: Towards Versatile Generative Open-Vocabulary Object Detection. - Lewei Yao; Renjie Pi; Jianhua Han; Xiaodan Liang; Hang Xu 004; Wei Zhang 196; Zhenguo Li; Dan Xu 002 (CVPR, 2024)

PIXART-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation. - Junsong Chen; Chongjian Ge; Enze Xie; Yue Wu 002; Lewei Yao; Xiaozhe Ren; Zhongdao Wang; Ping Luo 002; Huchuan Lu; Zhenguo Li (ECCV (32), 2024)

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis. - Junsong Chen; Jincheng Yu; Chongjian Ge; Lewei Yao; Enze Xie; Zhongdao Wang; James T. Kwok; Ping Luo 002; Huchuan Lu; Zhenguo Li (ICLR, 2024)

Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction. - Renjie Pi; Lewei Yao; Jianhua Han; Xiaodan Liang; Wei Zhang 196; Hang Xu 004 (ICLR, 2024)

LiT: Delving into a Simplified Linear Diffusion Transformer for Image Generation. - Jiahao Wang; Ning Kang 001; Lewei Yao; Mengzhao Chen; Chengyue Wu; Songyang Zhang; Shuchen Xue; Yong Liu 033; Taiqiang Wu; Xihui Liu; Kaipeng Zhang; Shifeng Zhang; et al. (CoRR, 2025)

The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs. - Jierun Chen; Tiezheng Yu; Haoli Bai; Lewei Yao; Jiannan Wu; Kaican Li; Fei Mi; Chaofan Tao; Lei Zhu; Manyi Zhang; Xiaohui Li; Lu Hou; et al. (CoRR, 2025)