| 2026 | ACL | AFMRL: Attribute-Enhanced Fine-Grained Multi-Modal Representation Learning in E-commerce. | Biao Zhang, Lixin Chen, Bin Zhang, Zongwei Wang, Tong Liu, Bo Zheng |
| 2025 | ACL | WMT24++: Expanding the Language Coverage of WMT24 to 55 Languages & Dialects. | Daniel Deutsch, Eleftheria Briakou, Isaac Rayburn Caswell, Mara Finkelstein, Rebecca Galor, Juraj Juraska, Geza Kovacs, Alison Lui, Ricardo Rei, Jason Riesa, Shruti Rijhwani, Parker Riley, Elizabeth Salesky, Firas Trabelsi, Stephanie Winkler, Biao Zhang, Markus Freitag |
| 2025 | EMNLP | SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression. | Biao Zhang, Lixin Chen, Tong Liu, Bo Zheng |
| 2025 | ICCV | V2M4: 4D Mesh Animation Reconstruction from a Single Monocular Video. | Jianqi Chen, Biao Zhang, Xiangjun Tang, Peter Wonka |
| 2025 | ICCV | Geometry Distributions. | Biao Zhang, Jing Ren, Peter Wonka |
| 2025 | ICLR | LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion. | Biao Zhang, Peter Wonka |
| 2025 | ICLR | YouTube-SL-25: A Large-Scale, Open-Domain Multilingual Sign Language Parallel Corpus. | Garrett Tanzer, Biao Zhang |
| 2025 | SIGGRAPH | MatCLIP: Light- and Shape-Insensitive Assignment of PBR Material Models. | Michael Birsak, John Femiani, Biao Zhang, Peter Wonka |
| 2025 | SiggraphA | Autoregressive Generation of Static and Growing Trees. | Hanxiao Wang, Biao Zhang, Jonathan Klein, Dominik L. Michels, Dong-Ming Yan, Peter Wonka |
| 2024 | CVPR | Functional Diffusion. | Biao Zhang, Peter Wonka |
| 2024 | CVPR | Motion2VecSets: 4D Latent Vector Set Diffusion for Non-Rigid Shape Reconstruction and Tracking. | Wei Cao, Chang Luo, Biao Zhang, Matthias Niener, Jiapeng Tang |
| 2024 | ICLR | When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method. | Biao Zhang, Zhongtao Liu, Colin Cherry, Orhan Firat |
| 2024 | IGARSS | Synchronizing Spatiotemporal Reflectance Fusion via Dual Bayesian Nonparametric Inference and Explicit Downsampling. | Nan Chen, Biao Zhang, Hongjie He, Zhouzhou Liu, Kyle Gao |
| 2024 | NAACL | When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale. | Christos Baziotis, Biao Zhang, Alexandra Birch, Barry Haddow |
| 2024 | NAACL | LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback. | Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag |
| 2024 | WCNC | STCA: Stacked Token-based Continuous Authentication Protocol for Zero Trust IoT. | Biao Zhang, Shuo Yang, Xinran Zheng, Xingjun Wang |
| 2023 | EACL | Self-training Reduces Flicker in Retranslation-based Simultaneous Translation. | Sukanta Sen, Rico Sennrich, Biao Zhang, Barry Haddow |
| 2023 | EACL | Efficient CTC Regularization via Coarse Labels for End-to-End Speech Translation. | Biao Zhang, Barry Haddow, Rico Sennrich |
| 2023 | EAMT | Towards Efficient Universal Neural Machine Translation. | Biao Zhang |
| 2023 | ICLR | SLTUNET: A Simple Unified Model for Sign Language Translation. | Biao Zhang, Mathias Mller, Rico Sennrich |
| 2023 | ICML | Prompting Large Language Model for Machine Translation: A Case Study. | Biao Zhang, Barry Haddow, Alexandra Birch |
| 2023 | IGARSS | Coastal Wind Speed Retrieval From HY-2C Scatterometer Based On Light Gradient Boosting Model. | Biao Zhang, Jingyi Liu, Lanjie Zhang, Xuehua Li |
| 2022 | ACL | Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents. | Biao Zhang, Ankur Bapna, Melvin Johnson, Ali Dabirmoghaddam, Naveen Arivazhagan, Orhan Firat |
| 2022 | ACML | Probabilistic Fusion of Neural Networks that Incorporates Global Information. | Peng Xiao, Biao Zhang, Samuel Cheng, Ke Wei, Shuqin Zhang |
| 2022 | ICLR | Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization. | Biao Zhang, Peter Wonka |
| 2022 | ICML | Data Scaling Laws in NMT: The Effect of Noise and Architecture. | Yamini Bansal, Behrooz Ghorbani, Ankush Garg, Biao Zhang, Colin Cherry, Behnam Neyshabur, Orhan Firat |
| 2022 | ICML | Examining Scaling and Transfer of Language Model Architectures for Machine Translation. | Biao Zhang, Behrooz Ghorbani, Ankur Bapna, Yong Cheng, Xavier Garcia, Jonathan Shen, Orhan Firat |
| 2022 | ICML | Revisiting End-to-End Speech-to-Text Translation From Scratch. | Biao Zhang, Barry Haddow, Rico Sennrich |
| 2022 | IGARSS | Results Analysis of Coastal Regions Sea Surface Salinity Retrieval from Aquarius Mission Using Deep Neural Network. | Yifan Zhang, Lanjie Zhang, Biao Zhang, Qiurui He |
| 2022 | RecSys | Monolith: Real Time Recommendation System with Collisionless Embedding Table. | Zhuoran Liu, Leqi Zou, Xuan Zou, Caihua Wang, Biao Zhang, Da Tang, Bolin Zhu, Yijie Zhu, Peng Wu, Ke Wang, Youlong Cheng |
| 2021 | ACL | Exploring Dynamic Selection of Branch Expansion Orders for Code Generation. | Hui Jiang, Chulun Zhou, Fandong Meng, Biao Zhang, Jie Zhou, Degen Huang, Qingqiang Wu, Jinsong Su |
| 2021 | ACL | Beyond Sentence-Level End-to-End Speech Translation: Context Helps. | Biao Zhang, Ivan Titov, Barry Haddow, Rico Sennrich |
| 2021 | ACL | On Sparsifying Encoder Outputs in Sequence-to-Sequence Models. | Biao Zhang, Ivan Titov, Rico Sennrich |
| 2021 | CVPR | Point Cloud Instance Segmentation Using Probabilistic Embeddings. | Biao Zhang, Peter Wonka |
| 2021 | EMNLP | Sparse Attention with Linear Units. | Biao Zhang, Ivan Titov, Rico Sennrich |
| 2021 | GLOBECOM | Deep Learning-based Coordinated Beamforming for Massive MIMO-Enabled Heterogeneous Networks. | Yinghui Zhang, Biao Zhang, Huayu Wang, Tiankui Zhang, Yi Qian |
| 2021 | ICLR | Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation. | Biao Zhang, Ankur Bapna, Rico Sennrich, Orhan Firat |
| 2021 | IGARSS | Using Synthetic Aperture Radar and Radiometer Observations to Estimate Tropical Cyclone Wind Structure and Intensity. | Ziqiang Zhu, Ailing Lv, Shubo Liu, Biao Zhang |
| 2021 | IGARSS | Synergistic Observations of Surface Winds and Currents in Tropical Cyclone. | Shengren Fan, Xu Yang, Shiyu Xue, Biao Zhang |
| 2021 | IGARSS | Urban Residential Land Price Assessment Based on Transfer Learning. | Weishi Jin, Mingcang Zhu, Yong He, Jie Li, Zezhong Zheng, Mingkun Feng, Zhongnian Li, Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, Ankai Hou, Biao Zhang, Xuemei Li |
| 2020 | ACL | Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation. | Biao Zhang, Philip Williams, Ivan Titov, Rico Sennrich |
| 2020 | EMNLP | A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing. | Rachel Bawden, Biao Zhang, Lisa Yankovskaya, Andre Tttar, Matt Post |
| 2020 | EMNLP | Adaptive Feature Selection for End-to-End Speech Translation. | Biao Zhang, Ivan Titov, Barry Haddow, Rico Sennrich |
| 2019 | ACL | Revisiting Low-Resource Neural Machine Translation: A Case Study. | Rico Sennrich, Biao Zhang |
| 2019 | ACL | A Lightweight Recurrent Network for Sequence Modeling. | Biao Zhang, Rico Sennrich |
| 2019 | EMNLP | Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention. | Biao Zhang, Ivan Titov, Rico Sennrich |
| 2019 | IGARSS | Examination of Typhoon Surface Wind Asymmetry in Northwest Pacific Ocean Using SMAP Observations. | Ziyao Sun, Biao Zhang |
| 2019 | IGARSS | C-band Compact-Polarimetric SAR Monitoring of Ocean Winds. | Guosheng Zhang, William Perrie, Biao Zhang, Yijun He |
| 2019 | IGARSS | Multi-Scale, Multi-Frequency, and Quad-Polarized Microwave Scattering from Sea Surface Numerical Simulation. | Xiaolu Zhao, Biao Zhang, William Perrie |
| 2019 | IECON | Design of an IGBT-series-based Solid-State Circuit Breaker for Battery Energy Storage System Terminal in Solid-State Transformer. | Rui Wang, Biao Zhang, Shanshan Zhao, Lin Liang, Yu Chen |
| 2019 | IGARSS | Synergistic Measurements of Hurricane Wind Speeds and Directions from C-band Dual-Polarization Synthetic Aperture Radar. | Biao Zhang, Shengren Fan, Alexis Mouche, Guosheng Zhang, William Perrie |
| 2019 | IGARSS | Interpreting Surface Ocean Phenomena Through Quad-Polarized SAR Measurements. | Shengren Fan, Vladimir N. Kudryavtsev, Biao Zhang, Bertrand Chapron |
| 2019 | IGARSS | Contribution of Wave Breaking to Quad-Polarization Synthetic Aperture Radar. | Vladimir N. Kudryavtsev, Shengren Fan, Biao Zhang, Bertrand Chapron |
| 2018 | AAAI | Variational Recurrent Neural Machine Translation. | Jinsong Su, Shan Wu, Deyi Xiong, Yaojie Lu, Xianpei Han, Biao Zhang |
| 2018 | ACL | Accelerating Neural Transformer via an Average Attention Network. | Biao Zhang, Deyi Xiong, Jinsong Su |
| 2018 | EMNLP | Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks. | Biao Zhang, Deyi Xiong, Jinsong Su, Qian Lin, Huiji Zhang |
| 2018 | ICMLC | Dynamic Computing Rough Approximations for Variable Granular Structure Lattice-Valued Decision Systems. | Jianhang Yu, Minghao Chen, Biao Zhang, Wei-Hua Xu |
| 2018 | IPCCC | Centralized In-network Caching for Information Centric Networking with Decoupling Data and Control Planes. | Sen Wang, Biao Zhang |
| 2018 | IPCCC | On the Use of Q-Learning to Solve the Selectable Virtual Network Embedding Problem. | Sen Wang, Biao Zhang |
| 2018 | IGARSS | Land Price Prediction Based on Random Forest. | Ankai Hou, Pingchuan Zhang, Zezhang Zheng, Mingcang Zhu, Yong He, Qiuying Li, Biao Zhang, Fang Huang, Guaqing Zhau, Jiang Li |
| 2017 | AAAI | BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings. | Biao Zhang, Deyi Xiong, Jinsong Su |
| 2017 | COMPSAC | An Inferential Metamorphic Testing Approach to Reduce False Positives in SQLIV Penetration Test. | Lei Liu, Guoxin Su, Jing Xu, Biao Zhang, Jiehui Kang, Sihan Xu, Peng Li, Guannan Si |
| 2017 | IGARSS | Investigation of upper ocean response to typhoon kalmaegi (2014) using multiple satellites observation and numerical simulation. | Xinxin Yue, Biao Zhang, Yijun He, Zhaohui Han |
| 2017 | IECON | Sealing life prediction of Li-ion pouch cell using non-linear peeling model. | Yunxia Chen, Yaosong Liu, Wenjun Gong, Biao Zhang |
| 2016 | COLING | Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling. | Jinsong Su, Biao Zhang, Deyi Xiong, Ruochen Li, Jianmin Yin |
| 2016 | COLING | Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences. | Biao Zhang, Deyi Xiong, Jinsong Su, Hong Duan, Min Zhang |
| 2016 | COMPSAC | An Effective Penetration Test Approach Based on Feature Matrix for Exposing SQL Injection Vulnerability. | Lei Liu, Jing Xu, Hongji Yang, Chenkai Guo, Jiehui Kang, Sihan Xu, Biao Zhang, Guannan Si |
| 2016 | EMNLP | Variational Neural Machine Translation. | Biao Zhang, Deyi Xiong, Jinsong Su, Hong Duan, Min Zhang |
| 2016 | EMNLP | Variational Neural Discourse Relation Recognizer. | Biao Zhang, Deyi Xiong, Jinsong Su, Qun Liu, Rongrong Ji, Hong Duan, Min Zhang |
| 2016 | IGARSS | Mechanisms for rain effects on Synthetic Aperture Radar. | William Perrie, Guosheng Zhang, Biao Zhang, Xiaofeng Li |
| 2016 | IGARSS | Marine oil slick and platform detection by compact polrimetric synthetic aperture radar. | Biao Zhang, Xiaofeng Li, William Perrie, Oscar Garcia-Pineda |
| 2016 | IGARSS | Non-Bragg scattering contributions to the dual-polarized SAR imaging of Hurricane Earl. | Guosheng Zhang, Xiaofeng Li, Biao Zhang, William Perrie |
| 2016 | IGARSS | Observation of tide from X-band marine radar image sequences. | Zhongbiao Chen, Yijun He, Jiayi Pan, Biao Zhang, Xiaoqing Chu |
| 2016 | IGARSS | Fetch-limited surface wave growth inside tropical cyclones and hurricane wind speed retrieval. | Paul A. Hwang, Xiaofeng Li, Biao Zhang, Edward J. Walsh |
| 2016 | IGARSS | Simulation and retrieval of CFOSAT at whitecap sea. | Xiuzhong Li, Yijun He, Biao Zhang |
| 2015 | APCC | Modified nonlinear SQRT chirp waveform based OS-OCC UWB system. | Fantang Kong, Zhiquan Bai, Shanshan Peng, Biao Zhang, Xuyan Liu, Kyungsup Kwak |
| 2015 | EMNLP | Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation. | Jinsong Su, Deyi Xiong, Biao Zhang, Yang Liu, Junfeng Yao, Min Zhang |
| 2015 | EMNLP | Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition. | Biao Zhang, Jinsong Su, Deyi Xiong, Yaojie Lu, Hong Duan, Junfeng Yao |
| 2015 | IGARSS | Simultaneous multi-polarization SAR retrieval of ocean surface waves and winds from moderate to high states. | Biao Zhang, William Perrie, Yijun He |
| 2015 | IJCAI | Discriminative Reordering Model Adaptation via Structural Learning. | Biao Zhang, Jinsong Su, Deyi Xiong, Hong Duan, Junfeng Yao |
| 2015 | IECON | Sampled-data consensus of nonlinear multi-agent systems with stochastic disturbances. | Biao Zhang, Wangli He |
| 2015 | IGARSS | A C-band cross polarization geophysical model function. | Paul A. Hwang, Ad Stoffelen, Gerd-Jan van Zadelhoff, William Perrie, Biao Zhang, Haiyan Li, Hui Shen |
| 2014 | CEC | A new penalty function method for constrained optimization using harmony search algorithm. | Biao Zhang, Jun-Hua Duan, Hong-yan Sang, Junqing Li, Hui Yan |
| 2014 | CVPR | Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising. | Yi Peng, Deyu Meng, Zongben Xu, Chenqiang Gao, Yi Yang, Biao Zhang |
| 2014 | IGARSS | Hurricane tangential wind profile from synthetic aperture radar observations. | Biao Zhang, William Perrie, Yijun He |
| 2014 | IGARSS | A new semi-empirical sea surface microwave backscatter model coupled with the rain effect. | Biao Zhang, Guosheng Zhang, William Perrie, Yijun He |
| 2014 | IGARSS | Wind velocity and cross polarization radar backscatter. | Paul A. Hwang, William Perrie, Biao Zhang |
| 2013 | IGARSS | Recent development in SAR-derived winds using polarized RADARSAT-2 data. | Biao Zhang, William Perrie |
| 2013 | IGARSS | Tropical cyclone vector winds from C-band dual-polarization synthetic aperture radar. | Biao Zhang, William Perrie, Yijun He, Zhongfeng Qiu, Jie Guo |
| 2013 | IGARSS | Oil platform detection by compact polarimetric synthetic aperture radar. | Biao Zhang, William Perrie, Xiaofeng Li, William Pichel, Zhongfeng Qiu, Yijun He |
| 2013 | IGARSS | The infuence ofoilspilland enteromorphaon syntheticaperture radar backscatter coefficient. | Jie Guo, Yijun He, Biao Zhang |
| 2012 | IGARSS | Thermal front retreivals from SAR imagery. | Hailan Kuang, William Perrie, Wei Chen, Tao Xie, Xin-hua Liu, Biao Zhang |
| 2011 | IGARSS | RADARSAT application in ocean wind measurements. | Vladimir Zabeline, Laurie Neil, William Perrie, Paris W. Vachon, Chris Fogarty, K. Shahid Khurshid, Sergey Komarov, Biao Zhang |
| 2011 | ICRA | Precise industrial robot positioning and path-tracking over large surfaces using non-calibrated vision. | Emilio J. Gonzlez-Galvn, Cesar A. Chavez, Isela Bonilla, Marco Mendoza, Luis A. Raygoza, Ambrocio Loredo-Flores, Biao Zhang |
| 2011 | ICRA | Robotic force control assembly parameter optimization for adaptive production. | Biao Zhang, David P. Gravel, George Zhang, Jianjun Wang, Arnold Bell |
| 2011 | IGARSS | Wind retrieval with cross-polarized SAR returns. | Paul A. Hwang, William Perrie, Biao Zhang |
| 2011 | IGARSS | Observation of natural and artificial features on the sea surface from SAR satellite imagery with in-situ measurements. | Chris Maingot, Alexander V. Soloviev, Mikhail Gilman, Silvia Matt, Jenny Fenton, Susanne Lehner, Domenico Velotto, Stephan Brusch, William Perrie, Biao Zhang |
| 2010 | EUC | Empirical Evaluation of Content-based Pub/Sub Systems over Cloud Infrastructure. | Biao Zhang, Beihong Jin, Haibiao Chen, Ziyuan Qin |
| 2010 | ICNC | The modeling method of printing color test and control for full color management. | Liming Guan, Gengsheng Hu, Biao Zhang |
| 2010 | IGARSS | A new polarization ratio model from C-Band RADARSAT-2 fine Quad-Pol imagery. | Biao Zhang, William Perrie, Paul A. Hwang, Yijun He |
| 2010 | IGARSS | Breaking wave measurements with sar depolarized returns. | Paul A. Hwang, Biao Zhang, William Perrie |
| 2009 | ICPADS | SCN4M-DL: An Adaptive Directory-Less Service Discovery System for MANETs. | Haibin Weng, Yuanfeng Wen, Beihong Jin, Biao Zhang |
| 2009 | IROS | Objective metric study for DOE-based parameter optimization in robotic torque converter assembly. | David P. Gravel, George Zhang, Arnold Bell, Biao Zhang |
| 2009 | IROS | Robotic de-palletizing using uncalibrated vision and 3D laser-assisted image analysis. | Biao Zhang, Steven B. Skaar |
| 2009 | IGARSS | Validation of RADARSAT-2 Polarimetric SAR Measurements of Ocean Waves. | Yijun He, Biao Zhang, William Perrie |
| 2008 | IGARSS | A Parametric Algorithm to Retrieve Ocean Wave Spectra from Interferometric Synthetic Aperture Radar. | Biao Zhang, Yijun He |
| 2008 | IGARSS | Neural Network Retrieval of Sea Surface Wind Speed from Advanced Microwave Scanning Radiometer-E Data. | Biao Zhang, Yijun He, Lijing Wang |
| 2008 | IGARSS | Wind Speed Retrievals from Multi-Sensor Satellite Data from Hurricanes and Tropical Cyclones. | Yijun He, Biao Zhang, Hui Shen, William Perrie |
| 2007 | IGARSS | The effect of polarization ratio on RADARSAT wind vector retrievals. | Yijun He, Biao Zhang, Hui Shen, William Perrie, Jie Guo |
| 2006 | IGARSS | A New Method to Retrieve Near-sea Surface Meteorological Parameters. | Biao Zhang, Yijun He |
| 2005 | IGARSS | Near Sea surface air temperature estimated from NOAA data. | Yijun He, Yumei Wu, Biao Zhang, Lijie Ma |