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)

Det2Seg: A Two-Stage Approach for Road Object Segmentation from 3D Point Clouds. - Chen Zuo; Wei Zhang 196; Lingxi Xie; Qi Tian 001; Hongkai Xiong (VCIP, 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)

SP-NAS: Serial-to-Parallel Backbone Search for Object Detection. - Chenhan Jiang; Hang Xu 004; Wei Zhang 196; Xiaodan Liang; Zhenguo Li (CVPR, 2020)

CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending. - Hang Xu 004; Shaoju Wang; Xinyue Cai; Wei Zhang 196; Xiaodan Liang; Zhenguo Li (ECCV (15), 2020)

TernaryBERT: Distillation-aware Ultra-low Bit BERT. - Wei Zhang 196; Lu Hou 002; Yichun Yin; Lifeng Shang; Xiao Chen 012; Xin Jiang 002; Qun Liu 001 (EMNLP (1), 2020)

Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets. - Kai Han 002; Yunhe Wang 001; Qiulin Zhang; Wei Zhang 196; Chunjing Xu; Tong Zhang 001 (NeurIPS, 2020)

Residual Distillation: Towards Portable Deep Neural Networks without Shortcuts. - Guilin Li 001; Junlei Zhang; Yunhe Wang 001; Chuanjian Liu; Matthias Tan; Yunfeng Lin; Wei Zhang 196; Jiashi Feng; Tong Zhang 001 (NeurIPS, 2020)

Kernel Based Progressive Distillation for Adder Neural Networks. - Yixing Xu; Chang Xu 002; Xinghao Chen 001; Wei Zhang 196; Chunjing Xu; Yunhe Wang 001 (NeurIPS, 2020)

VEGA: Towards an End-to-End Configurable AutoML Pipeline. - Bochao Wang; Hang Xu 004; Jiajin Zhang; Chen Chen 077; Yixing Xu; Xiaozhi Fang; Ning Kang 001; Lanqing Hong; Chenhan Jiang; Xinyue Cai; Jiawei Li; Fengwei Zhou; et al. (CoRR, 2020)

BinaryBERT: Pushing the Limit of BERT Quantization. - Haoli Bai; Wei Zhang 196; Lu Hou 002; Lifeng Shang; Jing Jin; Xin Jiang 002; Qun Liu 001; Michael R. Lyu; Irwin King (CoRR, 2020)

BinaryBERT: Pushing the Limit of BERT Quantization. - Haoli Bai; Wei Zhang 196; Lu Hou 002; Lifeng Shang; Jin Jin; Xin Jiang 002; Qun Liu 001; Michael R. Lyu; Irwin King (ACL/IJCNLP (1), 2021)

Towards Dynamic and Scalable Active Learning with Neural Architecture Adaption for Object Detection. - Fuhui Tang; Chenhan Jiang; Dafeng Wei; Hang Xu 004; Andi Zhang 001; Wei Zhang 196; Hongtao Lu 001; Chunjing Xu (BMVC, 2021)

Focus on Local: Detecting Lane Marker From Bottom Up via Key Point. - Zhan Qu; Huan Jin; Yang Zhou; Zhen Yang 008; Wei Zhang 196 (CVPR, 2021)

HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens. - Zhaohui Yang 003; Yunhe Wang 001; Xinghao Chen 001; Jianyuan Guo; Wei Zhang 196; Chao Xu 006; Chunjing Xu; Dacheng Tao; Chang Xu 002 (CVPR, 2021)

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)

C3-SemiSeg: Contrastive Semi-supervised Segmentation via Cross-set Learning and Dynamic Class-balancing. - Yanning Zhou 001; Hang Xu 004; Wei Zhang 196; Bin Gao; Pheng-Ann Heng (ICCV, 2021)

Exploring Geometry-aware Contrast and Clustering Harmonization for Self-supervised 3D Object Detection. - Hanxue Liang; Chenhan Jiang; Dapeng Feng; Xin Chen 032; Hang Xu 004; Xiaodan Liang; Wei Zhang 196; Zhenguo Li; Luc Van Gool (ICCV, 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)

SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving. - Jianhua Han; Xiwen Liang; Hang Xu 004; Kai Chen 023; Lanqing Hong; Jiageng Mao; Chaoqiang Ye; Wei Zhang 196; Zhenguo Li; Xiaodan Liang; Chunjing Xu (NeurIPS Datasets and Benchmarks, 2021)

Post-Training Quantization for Vision Transformer. - Zhenhua Liu 003; Yunhe Wang 001; Kai Han 002; Wei Zhang 196; Siwei Ma; Wen Gao 001 (NeurIPS, 2021)

One Million Scenes for Autonomous Driving: ONCE Dataset. - Jiageng Mao; Minzhe Niu; Chenhan Jiang; Hanxue Liang; Jingheng Chen; Xiaodan Liang; Yamin Li; Chaoqiang Ye; Wei Zhang 196; Zhenguo Li; Jie Yu; Chunjing Xu; et al. (NeurIPS Datasets and Benchmarks, 2021)

AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence. - Yunhe Wang 001; Mingqiang Huang; Kai Han 002; Hanting Chen; Wei Zhang 196; Chunjing Xu; Dacheng Tao (CoRR, 2021)

One Million Scenes for Autonomous Driving: ONCE Dataset. - Jiageng Mao; Minzhe Niu; Chenhan Jiang; Hanxue Liang; Xiaodan Liang; Yamin Li; Chaoqiang Ye; Wei Zhang 196; Zhenguo Li; Jie Yu; Hang Xu 004; Chunjing Xu (CoRR, 2021)

SODA10M: Towards Large-Scale Object Detection Benchmark for Autonomous Driving. - Jianhua Han; Xiwen Liang; Hang Xu 004; Kai Chen 023; Lanqing Hong; Chaoqiang Ye; Wei Zhang 196; Zhenguo Li; Xiaodan Liang; Chunjing Xu (CoRR, 2021)

Greedy Network Enlarging. - Chuanjian Liu; Kai Han 002; An Xiao; Yiping Deng; Wei Zhang 196; Chunjing Xu; Yunhe Wang 001 (CoRR, 2021)

Compression of Generative Pre-trained Language Models via Quantization. - Chaofan Tao; Lu Hou 002; Wei Zhang 196; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Ping Luo 002; Ngai Wong 001 (ACL (1), 2022)

Network Amplification with Efficient MACs Allocation. - Chuanjian Liu; Kai Han 002; An Xiao; Ying Nie; Wei Zhang 196; Yunhe Wang 001 (CVPR Workshops, 2022)

Point2Seq: Detecting 3D Objects as Sequences. - Yujing Xue; Jiageng Mao; Minzhe Niu; Hang Xu 004; Michael Bi Mi; Wei Zhang 196; Xiaogang Wang 001; Xinchao Wang (CVPR, 2022)

CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving. - Kaican Li; Kai Chen 023; Haoyu Wang; Lanqing Hong; Chaoqiang Ye; Jianhua Han; Yukuai Chen; Wei Zhang 196; Chunjing Xu; Dit-Yan Yeung; Xiaodan Liang; Zhenguo Li; et al. (ECCV (38), 2022)

G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks. - Zhongwei Wan; Yichun Yin; Wei Zhang 196; Jiaxin Shi; Lifeng Shang; Guangyong Chen; Xin Jiang 002; Qun Liu 001 (EMNLP, 2022)

Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark. - Jiaxi Gu; Xiaojun Meng; Guansong Lu; Lu Hou 002; 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)

Wukong: 100 Million Large-scale Chinese Cross-modal Pre-training Dataset and A Foundation Framework. - Jiaxi Gu; Xiaojun Meng; Guansong Lu; Lu Hou 002; Minzhe Niu; Hang Xu 004; Xiaodan Liang; Wei Zhang 196; Xin Jiang 002; Chunjing Xu (CoRR, 2022)

3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation. - Zutao Jiang; Guansong Lu; Xiaodan Liang; Jihua Zhu; Wei Zhang 196; Xiaojun Chang; Hang Xu 004 (AAAI, 2023)

CapDet: Unifying Dense Captioning and Open-World Detection Pretraining. - Yanxin Long; Youpeng Wen; Jianhua Han; Hang Xu 004; Pengzhen Ren; Wei Zhang 196; Shen Zhao; Xiaodan Liang (CVPR, 2023)

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)

GrowCLIP: Data-aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-training. - Xinchi Deng; Han Shi; Runhui Huang; Changlin Li; Hang Xu 004; Jianhua Han; James T. Kwok; Shen Zhao; Wei Zhang 196; Xiaodan Liang (ICCV, 2023)

DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability. - Runhui Huang; Jianhua Han; Guansong Lu; Xiaodan Liang; Yihan Zeng; Wei Zhang 196; Hang Xu 004 (ICCV, 2023)

Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images. - Cuican Yu; Guansong Lu; Yihan Zeng; Jian Sun 009; Xiaodan Liang; Huibin Li; Zongben Xu; Songcen Xu; Wei Zhang 196; Hang Xu 004 (ICCV, 2023)

OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping. - Huijie Wang; Tianyu Li; Yang Li 189; Li Chen 008; Chonghao Sima; Zhenbo Liu; Bangjun Wang; Peijin Jia; Yuting Wang; Shengyin Jiang; Feng Wen; Hang Xu 004; et al. (NeurIPS, 2023)

Entity-Level Text-Guided Image Manipulation. - Yikai Wang 002; Jianan Wang; Guansong Lu; Hang Xu 004; Zhenguo Li; Wei Zhang 196; Yanwei Fu 001 (CoRR, 2023)

Topology Reasoning for Driving Scenes. - Tianyu Li; Li Chen 008; Xiangwei Geng; Huijie Wang; Yang Li 189; Zhenbo Liu; Shengyin Jiang; Yuting Wang; Hang Xu 004; Chunjing Xu; Feng Wen; Ping Luo 002; et al. (CoRR, 2023)

Road Genome: A Topology Reasoning Benchmark for Scene Understanding in Autonomous Driving. - Huijie Wang; Zhenbo Liu; Yang Li 189; Tianyu Li; Li Chen 008; Chonghao Sima; Yuting Wang; Shengyin Jiang; Feng Wen; Hang Xu 004; Ping Luo 002; Junchi Yan; et al. (CoRR, 2023)

Reuse and Diffuse: Iterative Denoising for Text-to-Video Generation. - Jiaxi Gu; Shicong Wang; Haoyu Zhao; Tianyi Lu; Xing Zhang 013; Zuxuan Wu; Songcen Xu; Wei Zhang 196; Yu-Gang Jiang 001; Hang Xu 004 (CoRR, 2023)

SERF: Fine-Grained Interactive 3D Segmentation and Editing with Radiance Fields. - Kaichen Zhou; Lanqing Hong; Enze Xie; Yongxin Yang; Zhenguo Li; Wei Zhang 196 (CoRR, 2023)

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge. - Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai; Chunyi Li; Tengchuan Kou; Wei Sun 029; Haoning Wu 001; Yixuan Gao; Yuqin Cao; Zicheng Zhang; Xiele Wu; Radu Timofte; et al. (CVPR Workshops, 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)

LayerDiff: Exploring Text-Guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model. - Runhui Huang; Kaixin Cai; Jianhua Han; Xiaodan Liang; Renjing Pei; Guansong Lu; Songcen Xu; Wei Zhang 196; Hang Xu 004 (ECCV (76), 2024)

JointDreamer: Ensuring Geometry Consistency and Text Congruence in Text-to-3D Generation via Joint Score Distillation. - Chenhan Jiang; Yihan Zeng; Tianyang Hu; Songcun Xu; Wei Zhang 196; Hang Xu 004; Dit-Yan Yeung (ECCV (26), 2024)

PanGu-Draw: Advancing Resource-Efficient Text-to-Image Synthesis with Time-Decoupled Training and Reusable Coop-Diffusion. - Guansong Lu; Yuanfan Guo; Jianhua Han; Minzhe Niu; Yihan Zeng; Songcen Xu; Zeyi Huang; Zhao Zhong; Wei Zhang 196; Hang Xu 004 (ECCV (45), 2024)

AIM 2024 Challenge on Video Saliency Prediction: Methods and Results. - Andrey Moskalenko; Alexey Bryncev; Dmitry S. Vatolin; Radu Timofte; Gen Zhan; Li Yang; Yunlong Tang 002; Yiting Liao; Jiongzhi Lin; Baitao Huang; Morteza Moradi 001; Mohammad Moradi 001; et al. (ECCV Workshops (10), 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)

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge. - Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai; Chunyi Li; Tengchuan Kou; Wei Sun 029; Haoning Wu 001; Yixuan Gao; Yuqin Cao; Zicheng Zhang; Xiele Wu; Radu Timofte; et al. (CoRR, 2024)

ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance. - Chunwei Wang; Guansong Lu; Junwei Yang; Runhui Huang; Jianhua Han; Lu Hou 002; Wei Zhang 196; Hang Xu 004 (CoRR, 2024)

NTIRE 2025 Challenge on Single Image Reflection Removal in the Wild: Datasets, Methods and Results. - Kangning Yang; Jie Cai 001; Ling Ouyang; Florin-Alexandru Vasluianu; Radu Timofte; Jiaming Ding; Huiming Sun; Lan Fu; Jinlong Li; Chiu Man Ho; Zibo Meng; Mingjia Li 001; et al. (CVPR Workshops, 2025)

SplatMesh: Interactive 3D Segmentation and Editing Using Mesh-Based Gaussian Splatting. - Kaichen Zhou; Lanqing Hong; Xinhai Chang; Yingji Zhong; Enze Xie; Hao Dong 003; Zhihao Li; Yongxin Yang; Zhenguo Li; Wei Zhang 196 (CVPR Workshops, 2025)

Bayesian generation based foveated JND estimation in the DCT domain. - Lianmin Zhang; Hongkui Wang; Qionghua Luo; Wei Zhang 196; Haibing Yin; Tiansong Li; Li Yu 003; Wenyao Zhu (Displays, 2025)

ALR-Video: A multi-class large-scale compressed video dataset for JNQP prediction. - Zhun Li; Yuyang Wang; Lianmin Zhang; Hongkui Wang; Haibing Yin; Yong Chen; Wei Zhang 196 (J. Vis. Commun. Image Represent., 2025)

ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement. - Runhui Huang; Chunwei Wang; Junwei Yang; Guansong Lu; Yunlong Yuan; Jianhua Han; Lu Hou 002; Wei Zhang 196; Lanqing Hong; Hengshuang Zhao; Hang Xu 004 (CoRR, 2025)

MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI. - Huanjin Yao; Jiaxing Huang 001; Yawen Qiu; Michael K. Chen 002; Wenzheng Liu; Wei Zhang 196; Wenjie Zeng; Xikun Zhang 007; Jingyi Zhang 005; Yuxin Song; Wenhao Wu; Dacheng Tao (CoRR, 2025)