| 2026 | AAAI | S²Drug: Bridging Protein Sequence and 3D Structure in Contrastive Representation Learning for Virtual Screening. | Bowei He, Bowen Gao, Yankai Chen, Yanyan Lan, Chen Ma, Philip S. Yu, Ya-Qin Zhang, Wei-Ying Ma |
| 2026 | AAAI | Learning Protein-Ligand Binding in Hyperbolic Space. | Jianhui Wang, Wenyu Zhu, Bowen Gao, Xin Hong, Ya-Qin Zhang, Wei-Ying Ma, Yanyan Lan |
| 2026 | ACL | Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning. | Xuanyu Lei, Chenliang Li, Yuning Wu, Kaiming Liu, Weizhou Shen, Peng Li, Ming Yan, Fei Huang, Ya-Qin Zhang, Yang Liu |
| 2025 | CVPR | PICD: Versatile Perceptual Image Compression with Diffusion Rendering. | Tongda Xu, Jiahao Li, Bin Li, Yan Wang, Ya-Qin Zhang, Yan Lu |
| 2025 | CVPR | Universal Actions for Enhanced Embodied Foundation Models. | Jinliang Zheng, Jianxiong Li, Dongxiu Liu, Yinan Zheng, Zhihao Wang, Zhonghong Ou, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan |
| 2025 | ICCV | InvRGB+L: Inverse Rendering of Complex Scenes with Unified Color and LiDAR Reflectance Modeling. | Xiaoxue Chen, Bhargav Chandaka, Chih-Hao Lin, Ya-Qin Zhang, David A. Forsyth, Hao Zhao, Shenlong Wang |
| 2025 | ICLR | Reframing Structure-Based Drug Design Model Evaluation via Metrics Correlated to Practical Needs. | Bowen Gao, Haichuan Tan, Yanwen Huang, Minsi Ren, Xiao Huang, Wei-Ying Ma, Ya-Qin Zhang, Yanyan Lan |
| 2025 | ICLR | Redefining the task of Bioactivity Prediction. | Yanwen Huang, Bowen Gao, Yinjun Jia, Hongbo Ma, Wei-Ying Ma, Ya-Qin Zhang, Yanyan Lan |
| 2025 | ICLR | Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior. | Tongda Xu, Xiyan Cai, Xinjie Zhang, Xingtong Ge, Dailan He, Ming Sun, Jingjing Liu, Ya-Qin Zhang, Jian Li, Yan Wang |
| 2025 | ICML | Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion. | Tianyuan Zou, Yang Liu, Peng Li, Yufei Xiong, Jianqing Zhang, Jingjing Liu, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang |
| 2025 | ICRA | Robo-MUTUAL: Robotic Multimodal Task Specification via Unimodal Learning. | Jianxiong Li, Zhihao Wang, Jinliang Zheng, Xiaoai Zhou, Guanming Wang, Guanglu Song, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Junzhi Yu, Xianyuan Zhan |
| 2025 | ICRA | IROAM: Improving Roadside Monocular 3D Object Detection Learning from Autonomous Vehicle Data Domain. | Zhe Wang, Xiaoliang Huo, Siqi Fan, Jingjing Liu, Ya-Qin Zhang, Yan Wang |
| 2025 | ICRA | CoopDETR: A Unified Cooperative Perception Framework for 3D Detection via Object Query. | Zhe Wang, Shaocong Xu, Xucai Zhuang, Tongda Xu, Yan Wang, Jingjing Liu, Yilun Chen, Ya-Qin Zhang |
| 2025 | Mobisys | AutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation. | Hao Wen, Shizuo Tian, Borislav Pavlov, Wenjie Du, Yixuan Li, Ge Chang, Shanhui Zhao, Jiacheng Liu, Yunxin Liu, Ya-Qin Zhang, Yuanchun Li |
| 2024 | BMVC | Time-conditioned Illumination for Inverse Rendering of Outdoor Scenes. | Xiaoxue Chen, Hao Zhao, Guyue Zhou, Ya-Qin Zhang |
| 2024 | EMNLP | FuseGen: PLM Fusion for Data-generation based Zero-shot Learning. | Tianyuan Zou, Yang Liu, Peng Li, Jianqing Zhang, Jingjing Liu, Ya-Qin Zhang |
| 2024 | ICLR | Query-Policy Misalignment in Preference-Based Reinforcement Learning. | Xiao Hu, Jianxiong Li, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang |
| 2024 | ICLR | Idempotence and Perceptual Image Compression. | Tongda Xu, Ziran Zhu, Dailan He, Yanghao Li, Lina Guo, Yuanyuan Wang, Zhe Wang, Hongwei Qin, Yan Wang, Jingjing Liu, Ya-Qin Zhang |
| 2024 | ICLR | VFLAIR: A Research Library and Benchmark for Vertical Federated Learning. | Tianyuan Zou, Zixuan Gu, Yu He, Hideaki Takahashi, Yang Liu, Ya-Qin Zhang |
| 2024 | ICML | DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning. | Jianxiong Li, Jinliang Zheng, Yinan Zheng, Liyuan Mao, Xiao Hu, Sijie Cheng, Haoyi Niu, Jihao Liu, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan |
| 2024 | ICRA | EMIFF: Enhanced Multi-scale Image Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection. | Zhe Wang, Siqi Fan, Xiaoliang Huo, Tongda Xu, Yan Wang, Jingjing Liu, Yilun Chen, Ya-Qin Zhang |
| 2023 | CVPR | DPF: Learning Dense Prediction Fields with Weak Supervision. | Xiaoxue Chen, Yuhang Zheng, Yupeng Zheng, Qiang Zhou, Hao Zhao, Guyue Zhou, Ya-Qin Zhang |
| 2023 | ICLR | Mind the Gap: Offline Policy Optimization for Imperfect Rewards. | Jianxiong Li, Xiao Hu, Haoran Xu, Jingjing Liu, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang |
| 2023 | ICLR | When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning. | Jianxiong Li, Xianyuan Zhan, Haoran Xu, Xiangyu Zhu, Jingjing Liu, Ya-Qin Zhang |
| 2023 | ICML | Bit Allocation using Optimization. | Tongda Xu, Han Gao, Chenjian Gao, Yuanyuan Wang, Dailan He, Jinyong Pi, Jixiang Luo, Ziyu Zhu, Mao Ye, Hongwei Qin, Yan Wang, Jingjing Liu, Ya-Qin Zhang |
| 2023 | ICRA | LODE: Locally Conditioned Eikonal Implicit Scene Completion from Sparse LiDAR. | Pengfei Li, Ruowen Zhao, Yongliang Shi, Hao Zhao, Jirui Yuan, Guyue Zhou, Ya-Qin Zhang |
| 2023 | WSDM | Towards Autonomous Driving. | Ya-Qin Zhang |
| 2022 | CVPR | Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing. | Xiaoxue Chen, Tianyu Liu, Hao Zhao, Guyue Zhou, Ya-Qin Zhang |
| 2004 | ICIP | Layered motion estimation and coding for fully scalable 3d wavelet video coding. | Ruiqin Xiong, Jizheng Xu, Feng Wu, Shipeng Li, Ya-Qin Zhang |
| 2004 | INFOCOM | Lateral Error Recovery for Application-Level Multicast. | Kin Fung Simon Wong, S.-H. Gary Chan, Wan-Ching Wong, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2004 | INFOCOM | Streaming and Bit Allocation for Scalable Video over Mobile Wireless Internet. | Fan Yang, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2004 | VCIP | Exploiting temporal correlation with adaptive block-size motion alignment for 3D wavelet coding. | Ruiqin Xiong, Feng Wu, Shipeng Li, Zixiang Xiong, Ya-Qin Zhang |
| 2003 | ICASSP | Accelerating video decoding using GPU. | Guobin Shen, Lihua Zhu, Shipeng Li, Heung-Yeung Shum, Ya-Qin Zhang |
| 2003 | ICASSP | Advances in networked media - theory and practice. | Ya-Qin Zhang |
| 2003 | ISCAS | Video broadcasting over MIMO-OFDM systems. | Zhu Ji, Qian Zhang, Wenwu Zhu, Jianhua Lu, Ya-Qin Zhang |
| 2003 | ISCAS | Rate control for replicated video streams. | Jiangchuan Liu, Kin-Man Cheung, Bo Li, Ya-Qin Zhang |
| 2003 | ISCAS | Optimal joint source-channel bit allocation for MPEG-4 fine granularity scalable video over OFDM system. | Jizheng Xu, Qian Zhang, Wenwu Zhu, Xiang-Gen Xia, Ya-Qin Zhang |
| 2002 | ICIP | Efficient and universal scalable video coding. | Feng Wu, Shipeng Li, Rong Yan, Xiaoyan Sun, Ya-Qin Zhang |
| 2002 | INFOCOM | A Hybrid Adaptation Protocol for TCP-Friendly Layered Multicast and Its Optimal Rate Allocation. | Jiangchuan Liu, Bo Li, Ya-Qin Zhang |
| 2002 | ISCAS | Rate-distortion optimization of macroblock-based progressive fine granularity scalable video codec. | Xiaodong Fan, Guobin Shen, Shipeng Li, Trac D. Tran, Ya-Qin Zhang |
| 2002 | ISCAS | A two-pass optimal motion-threading technique for 3D wavelet video coding. | Lin Luo, Feng Wu, Shipeng Li, Zhenquan Zhuang, Ya-Qin Zhang |
| 2002 | ISCAS | Third-generation and beyond (3.5G) wireless networks and its applications. | Robert C. Qiu, Wenwu Zhu, Ya-Qin Zhang |
| 2002 | ISCAS | Seamless switching of scalable video bitstreams for efficient streaming. | Xiaoyan Sun, Feng Wu, Shipeng Li, Wen Gao, Ya-Qin Zhang |
| 2001 | GLOBECOM | Optimal allocation of packet-level and byte-level FEC in video multicasting over wired and wireless networks. | T. W. Angus Lee, S.-H. Gary Chan, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2001 | GLOBECOM | A scalable bit-stream packetization and adaptive rate control framework for object-based video multicast. | Jiangchuan Liu, Huai-Rong Shao, Bo Li, Wenwu Zhu, Ya-Qin Zhang |
| 2001 | ICASSP | Fine-granularity spatially scalable video coding. | Qi Wang, Feng Wu, Shipeng Li, Yuzhuo Zhong, Ya-Qin Zhang |
| 2001 | ICCCN | On the optimal rate allocation for layered video multicast. | Jiangchuan Liu, Kin-Man Cheung, Bo Li, Ya-Qin Zhang |
| 2001 | ICIP | Macroblock-based progressive fine granularity scalable (PFGS) video coding with flexible temporal-SNR scalablilities. | Xiaoyan Sun, Feng Wu, Shipeng Li, Wen Gao, Ya-Qin Zhang |
| 2001 | ICIP | Network-adaptive scalable video streaming over 3G wireless network. | Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2001 | ISCAS | A sender-adaptive and receiver-driven layered multicast scheme for video over Internet. | Quji Guo, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2001 | ISCAS | Transcoder with arbitrarily resizing capability. | Guobin Shen, Bing Zeng, Ya-Qin Zhang, Ming L. Liou |
| 2001 | ISCAS | A new rate allocation scheme for progressive fine granular scalable coding. | Qi Wang, Feng Wu, Shipeng Li, Zixiang Xiong, Ya-Qin Zhang, Yuzhuo Zhong |
| 2001 | ISCAS | Progressive fine granular scalable (PFGS) video using advance-predicted bitplane coding (APBIC). | Feng Wu, Shipeng Li, Ya-Qin Zhang |
| 2001 | ISCAS | A power-optimized joint source channel coding for scalable video streaming over wireless channel. | Qian Zhang, Wenwu Zhu, Zhu Ji, Ya-Qin Zhang |
| 2001 | ISCAS | Network-adaptive rate control with unequal loss protection for scalable video over Internet. | Wenwu Zhu, Qian Zhang, Ya-Qin Zhang |
| 2001 | MMSP | End-to-end power-optimized video communication over wireless channels. | Zhu Ji, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2001 | VTC | Joint power control and source-channel coding for video communication over wireless networks. | Zhu Ji, Qian Zhang, Wenwu Zhu, Jianhua Lu, Ya-Qin Zhang |
| 2001 | VCIP | Channel-adaptive unequal error protection for scalable video transmission over wireless channel. | Guijin Wang, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2000 | ICIP | On the Compression of Image Based Rendering Scene. | Jin Li, Harry Shum, Ya-Qin Zhang |
| 2000 | ICIP | Scalable Object-Based Video Multicasting over the Internet. | Huai-Rong Shao, Wenwu Zhu, Ya-Qin Zhang |
| 2000 | ICIP | DCT-Prediction Based Progressive Fine Granularity Scalability Coding. | Feng Wu, Shipeng Li, Ya-Qin Zhang |
| 2000 | ISCAS | Automatic extraction of moving objects using multiple features and multiple frames. | Jinhui Pan, Shipeng Li, Ya-Qin Zhang |
| 2000 | ISCAS | A confidence measure based moving object extraction system built for compressed domain. | Roy Wang, Hong-Jiang Zhang, Ya-Qin Zhang |
| 2000 | ISCAS | Object-based multiresolution watermarking of images and video. | Xiaoyun Wu, Wenwu Zhu, Zixiang Xiong, Ya-Qin Zhang |
| 2000 | ISCAS | Adaptive QOS control for MPEG-4 video communication over wireless channels. | Dapeng Oliver Wu, Yiwei Thomas Hou, Ya-Qin Zhang, Wenwu Zhu, H. Jonathan Chao |
| 2000 | ISCAS | Arbitrarily shaped video object coding by wavelet. | Guiwei Xing, Jin Li, Shipeng Li, Ya-Qin Zhang |
| 2000 | ISCAS | Resource allocation for audio and video streaming over the Internet. | Qian Zhang, Ya-Qin Zhang, Wenwu Zhu |
| 2000 | PIMRC | Scalable video transport over wireless IP networks. | Dapeng Wu, Yiwei Thomas Hou, Ya-Qin Zhang |
| 2000 | WCNC | Resource allocation with adaptive QoS for multimedia transmission over W-CDMA channels. | Qian Zhang, Wenwu Zhu, Guijin Wang, Ya-Qin Zhang |
| 2000 | VCIP | User- and content-aware object-based video streaming over the Internet. | Huai-Rong Shao, Wenwu Zhu, Ya-Qin Zhang |
| 2000 | VCIP | Rendering of 3D-wavelet-compressed concentric mosaic scenery with progressive inverse wavelet synthesis (PIWS). | Yunnan Wu, Lin Luo, Jin Li, Ya-Qin Zhang |
| 2000 | VCIP | Three-dimensional shape-adaptive discrete wavelet transforms for efficient object-based video coding. | Jizheng Xu, Shipeng Li, Ya-Qin Zhang |
| 2000 | VCIP | Video transcoding for multiple clients. | Jeongnam Youn, Jun Xin, Ming-Ting Sun, Ya-Qin Zhang |
| 1999 | ICIP | An End-To-End Architecture for Mpeg-4 Video Streaming over the Internet. | Yiwei Thomas Hou, Dapeng Wu, Wenwu Zhu, Hung-Ju Lee, Ti-Hao Chiang, Ya-Qin Zhang |
| 1999 | ISCAS | MPEG4 compressed video over the Internet. | Dapeng Wu, Y. Thomas Hou, Wenwu Zhu, Ya-Qin Zhang, H. Jonathan Chao |
| 1998 | ICIP | Multiresolution Watermarking for Images and Video: A Unified Approach. | Wenwu Zhu, Zixiang Xiong, Ya-Qin Zhang |
| 1997 | ICASSP | An optical flow based motion compensation algorithm for very low bit-rate video coding. | Shu Lin, Yun Q. Shi, Ya-Qin Zhang |
| 1997 | ICIP | Scalable Rate Control for Very Low Bit Rate (VLBR) Video. | Hung-Ju Lee, Ti-Hao Chiang, Ya-Qin Zhang |
| 1997 | MMSP | Demonstration of the MPEG-2, MPEG-4 and H.263 video coding standards. | Tihao Chiang, Hung-Ju Lee, Sassan Pejhan, Iraj Sodagar, Ya-Qin Zhang |
| 1997 | MMSP | Global motion compensation for low bitrate video coding. | Zixiang Xiong, Tihao Chiang, Ya-Qin Zhang |
| 1997 | MMSP | Modeling and simulation of MPEG-2 video transport over ATM networks considering the jitter effect. | Wenwu Zhu, Yiwei Thomas Hou, Yao Wang, Ya-Qin Zhang |
| 1996 | ICIP | A new rate control scheme using quadratic rate distortion model. | Tihao Chiang, Ya-Qin Zhang |
| 1996 | ICIP | Very low bit rate video coding using vector-based techniques. | Weiping Li, Hugh Q. Cao, Shipeng Li, Fan Ling, Scott A. Segan, H. Q. Sun, John Wus, Ya-Qin Zhang |
| 1994 | ICIP | VQ-Based Image Coding and Vector Filter Bank. | Weiping Li, John Wus, Ya-Qin Zhang |
| 1994 | ISCAS | Image Coding Using Vector Filter Bank and Vector Quantization. | John Wus, Weiping Li, Ya-Qin Zhang |
| 1993 | ICASSP | New insights and results on transform domain VQ of images. | Weiping Li, Ya-Qin Zhang |
| 1993 | ISCAS | On the optimal transform for vector quantization of images. | M. Atif Cay, Weiping Li, Ya-Qin Zhang |
| 1993 | VCIP | Information loss recovery for block-based image coding techniques: a fuzzy logic approach. | Xiaobing Lee, Ya-Qin Zhang, Alberto Leon-Garcia |
| 1993 | VCIP | Performance of MPEG codecs in the presence of errors. | Ya-Qin Zhang, Xiaobing Lee |
| 1992 | INFOCOM | Modeling of Motion Classified VBR Video Codecs. | Ferit Yegenoglu, Bijan Jabbari, Ya-Qin Zhang |
| 1990 | ICPR | On modeling the distribution of chest X-ray images and their stochastic properties. | Ya-Qin Zhang, Murray H. Loew, Raymond L. Pickholtz |
| 1990 | LCN | Variable-bit-rate video transmission in the broadband ISDN environment. | Ya-Qin Zhang, William W. Wu, Kap S. Kim, Raymond L. Pickholtz, Jay Ramasastry |