PARN: Position-Aware Relation Networks for Few-Shot Learning. - Ziyang Wu; Yuwei Li; Lihua Guo; Kui Jia (ICCV, 2019)

AI-based software-defined virtual network function scheduling with delay optimization. - Dan Liao; Yulong Wu; Ziyang Wu; Zeyuan Zhu; Wanting Zhang; Gang Sun 001; Victor Chang 001 (Clust. Comput., 2019)

WIDER Face and Pedestrian Challenge 2018: Methods and Results. - Chen Change Loy; Dahua Lin; Wanli Ouyang; Yuanjun Xiong; Shuo Yang 003; Qingqiu Huang; Dongzhan Zhou; Wei Xia; Quanquan Li; Ping Luo 002; Junjie Yan; Jianfeng Wang; et al. (CoRR, 2019)

AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space. - Chengrun Yang; Jicong Fan 001; Ziyang Wu; Madeleine Udell (KDD, 2020)

A Novel Impedance-Network-Based Electric Spring. - Guidong Zhang; Ziyang Wu; Samson Shenglong Yu; Yun Zhang 001 (IEEE Access, 2020)

Efficient AutoML Pipeline Search with Matrix and Tensor Factorization. - Chengrun Yang; Jicong Fan 001; Ziyang Wu; Madeleine Udell (CoRR, 2020)

TenIPS: Inverse Propensity Sampling for Tensor Completion. - Chengrun Yang; Lijun Ding; Ziyang Wu; Madeleine Udell (AISTATS, 2021)

Can We Characterize Tasks Without Labels or Features? - Bram Wallace; Ziyang Wu; Bharath Hariharan (CVPR, 2021)

Incremental Learning via Rate Reduction. - Ziyang Wu; Christina Baek; Chong You; Yi Ma 001 (CVPR, 2021)

A Light-Weight Scheme for Detecting Component Structure of Network Traffic. - Zihui Wu; Yi Xie 002; Ziyang Wu (PDCAT, 2021)

Closed-Loop Data Transcription to an LDR via Minimaxing Rate Reduction. - Xili Dai; Shengbang Tong; Mingyang Li; Ziyang Wu; Kwan Ho Ryan Chan; Pengyuan Zhai; Yaodong Yu; Michael Psenka; Xiaojun Yuan 002; Heung-Yeung Shum; Yi Ma 001 (CoRR, 2021)

Efficient Maximal Coding Rate Reduction by Variational Forms. - Christina Baek; Ziyang Wu; Kwan Ho Ryan Chan; Tianjiao Ding; Yi Ma 001; Benjamin D. Haeffele (CVPR, 2022)

How Low Can We Go: Trading Memory for Error in Low-Precision Training. - Chengrun Yang; Ziyang Wu; Jerry Chee; Christopher De Sa; Madeleine Udell (ICLR, 2022)

Few-shot X-ray Prohibited Item Detection: A Benchmark and Weak-feature Enhancement Network. - Renshuai Tao; Tianbo Wang; Ziyang Wu; Cong Liu 006; Aishan Liu; Xianglong Liu 001 (ACM Multimedia, 2022)

Application Identification under Multi-Service Integration Platform. - Ziyang Wu; Yi Xie 002 (MSN, 2022)

A Review of Multitemporal and Multispatial Scales Photovoltaic Forecasting Methods. - Caicheng Liu; Ming Li; Yunjun Yu; Ziyang Wu; Hai Gong; Feier Cheng (IEEE Access, 2022)

CTRL: Closed-Loop Transcription to an LDR via Minimaxing Rate Reduction. - Xili Dai; Shengbang Tong; Mingyang Li; Ziyang Wu; Michael Psenka; Kwan Ho Ryan Chan; Pengyuan Zhai; Yaodong Yu; Xiaojun Yuan 002; Heung-Yeung Shum; Yi Ma 001 (Entropy, 2022)

Instance-based 3D Anchor for Monocular 3D Object Detection. - Ziyu Wu; Ziyang Wu (CSAI, 2023)

Incremental Learning of Structured Memory via Closed-Loop Transcription. - Shengbang Tong; Xili Dai; Ziyang Wu; Mingyang Li; Brent Yi; Yi Ma 001 (ICLR, 2023)

White-Box Transformers via Sparse Rate Reduction. - Yaodong Yu; Sam Buchanan; Druv Pai; Tianzhe Chu; Ziyang Wu; Shengbang Tong; Benjamin D. Haeffele; Yi Ma 001 (NeurIPS, 2023)

Gaussian-Based 3D-IoU for Multi-Modal 3D Object Detection. - Ziyang Wu; Ziyu Wu (RICAI, 2023)

Cloud Computing Product Service Scheme Recommendation System Based on a Hierarchical Knowledge Graph. - Shulin Xu; Ziyang Wu; Chunyu Shi; Mengyu Sun (IEEE Access, 2023)

White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? - Yaodong Yu; Sam Buchanan; Druv Pai; Tianzhe Chu; Ziyang Wu; Shengbang Tong; Hao Bai; Yuexiang Zhai; Benjamin D. Haeffele; Yi Ma 001 (CoRR, 2023)

Emergence of Segmentation with Minimalistic White-Box Transformers. - Yaodong Yu; Tianzhe Chu; Shengbang Tong; Ziyang Wu; Druv Pai; Sam Buchanan; Yi Ma 001 (CPAL, 2024)

When Do We Not Need Larger Vision Models? - Baifeng Shi; Ziyang Wu; Maolin Mao; Xin Wang 066; Trevor Darrell (ECCV (8), 2024)

LLoCO: Learning Long Contexts Offline. - Sijun Tan; Xiuyu Li; Shishir G. Patil; Ziyang Wu; Tianjun Zhang; Kurt Keutzer; Joseph Gonzalez 001; Raluca A. Popa (EMNLP, 2024)

Masked Completion via Structured Diffusion with White-Box Transformers. - Druv Pai; Sam Buchanan; Ziyang Wu; Yaodong Yu; Yi Ma 001 (ICLR, 2024)

Event Modeling. - Mark Ramos; Ziyang Wu (SIGGRAPH Asia Art Gallery, 2024)

A Survey of Foundation Models for Music Understanding. - Wenjun Li 001; Ying Cai; Ziyang Wu; Wenyi Zhang; Yifan Chen; Rundong Qi; Mengqi Dong; Peigen Chen; Xiao Dong; Fenghao Shi; Lei Guo 002; Junwei Han 001; et al. (CoRR, 2024)

Spatial-Temporal Mixture-of-Graph-Experts for Multi-Type Crime Prediction. - Ziyang Wu; Fan Liu; Jindong Han; Yuxuan Liang; Hao Liu 026 (CoRR, 2024)

Efficient Fine-tuning Strategies for Enhancing Face Recognition Performance in Challenging Scenarios. - Yin Lin; Ziyang Wu; Qidong Huang; Xinran Liu; Baocai Yin; Jinshui Hu; Bing Yin; Zengfu Wang (ICASSP, 2025)

Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction. - Ziyang Wu; Tianjiao Ding; Yifu Lu; Druv Pai; Jingyuan Zhang; Weida Wang; Yaodong Yu; Yi Ma 001; Benjamin David Haeffele (ICLR, 2025)

Mixed Gamma Approximation for Check Node Updates in Density Evolution of LDPC Codes. - Ziyang Wu; Jian Jiao 001; Yaosheng Zhang; Ke Zhang 015; Ye Wang 002; Qinyu Zhang 001 (WCNC, 2025)

On deep CFR integrated with opponent model in imperfect information games. - Jiao Wang; Yun Li; Shanshan Niu; Ziyang Wu (Knowl. Based Syst., 2025)

Simplifying DINO via Coding Rate Regularization. - Ziyang Wu; Jingyuan Zhang; Druv Pai; Xudong Wang; Chandan Singh; Jianwei Yang; Jianfeng Gao 001; Yi Ma 001 (CoRR, 2025)

Language-Image Alignment with Fixed Text Encoders. - Jingfeng Yang; Ziyang Wu; Yue Zhao; Yi Ma (CoRR, 2025)

BlueLM-2.5-3B Technical Report. - Baojiao Xiong; Boheng Chen; Chengzhi Wang; Daxiong Luo; Dongsheng Xu; Dongyang Liu; Fan Yang; Fangyuan Li; Fei Teng; Feng Wang; Fukang Qin; Fuquan Peng; et al. (CoRR, 2025)

Multi-scale count-task guided feature enhancement face detection. - Ziyang Wu; Yin Lin; Qidong Huang; Wengang Zhou 001; Houqiang Li (Multim. Syst., 2025)