| 2026 | ICPR | Dynamic Neuro-Symbolic Adapter for Efficient Fine-Grained Visual Recognition. | Guanyu Chen, Tie Liu, Yuanyuan Shang, Hui Ding, Zhuhong Shao |
| 2026 | ICPR | Multi-source Pseudo-Label Generation for Weakly Supervised Salient Object Detection. | Handan Zhang, Tie Liu, Yuanyuan Shang, Hui Ding, Zhuhong Shao |
| 2025 | AISTATS | From Deep Additive Kernel Learning to Last-Layer Bayesian Neural Networks via Induced Prior Approximation. | Wenyuan Zhao, Haoyuan Chen, Tie Liu, Rui Tuo, Chao Tian |
| 2025 | ICASSP | MFMamba: A Multimodal Fusion State Space Model for Depression Recognition. | Jingyi Liu, Yuanyuan Shang, Mengyuan Yang, Zhuhong Shao, Jiaxi Lu, Tie Liu |
| 2025 | IJCNN | A Multi-level and Multi-scale Context Refinement Network for Video-based Depression Recognition. | Jingyi Liu, Yuanyuan Shang, Mengyuan Yang, Jiaxi Lu, Zhuhong Shao, Hui Ding, Tie Liu |
| 2025 | IJCNN | Vocalization-based Fine-grained Prediction of Giant Panda Ovulation Time. | Jinlong Tang, Qijun Zhao, Peng Chen, Rong Hou, Tie Liu, Fan Pan, Wei Sun, Mengnan He, Pengcheng Wu |
| 2024 | ICIP | Hybrid Single Input and Multiple Output Method For Compressing Features Towards Machine Vision Tasks. | Zifu Zhang, Shengxi Li, Tie Liu, Mai Xu, Tao Xu, Zhenyu Guan, Zhuoyi Lv |
| 2024 | IJCNN | Feature-Aware Noise Contrastive Learning For Unsupervised Red Panda Re-Identification. | Jincheng Zhang, Qijun Zhao, Tie Liu |
| 2023 | ICASSP | Learnt Mutual Feature Compression for Machine Vision. | Tie Liu, Mai Xu, Shengxi Li, Chaoran Chen, Li Yang, Zhuoyi Lv |
| 2023 | ISIT | Exactly Tight Information-Theoretic Generalization Error Bound for the Quadratic Gaussian Problem. | Ruida Zhou, Chao Tian, Tie Liu |
| 2022 | AAAI | Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints. | Ruijin Liu, Dapeng Chen, Tie Liu, Zhiliang Xiong, Zejian Yuan |
| 2022 | ICIP | SFIC: Sparsity-Driven Facial Image Compression Network. | Fangyuan Gao, Xin Deng, Tie Liu, Mai Xu |
| 2022 | ISIT | Improved Weakly Private Information Retrieval Codes. | Chengyuan Qian, Ruida Zhou, Chao Tian, Tie Liu |
| 2022 | ISIT | Stochastic Chaining and Strengthened Information-Theoretic Generalization Bounds. | Ruida Zhou, Chao Tian, Tie Liu |
| 2021 | ISIT | Individually Conditional Individual Mutual Information Bound on Generalization Error. | Ruida Zhou, Chao Tian, Tie Liu |
| 2021 | WACV | End-to-end Lane Shape Prediction with Transformers. | Ruijin Liu, Zejian Yuan, Tie Liu, Zhiliang Xiong |
| 2020 | ICPR | Visual Saliency Oriented Vehicle Scale Estimation. | Jiali Ding, Tie Liu, Qixin Chen, Zejian Yuan, Yuanyuan Shang |
| 2020 | INFOCOM | Deep Reinforcement Learning based Wireless Network Optimization: A Comparative Study. | Kun Yang, Cong Shen, Tie Liu |
| 2019 | ISIT | Capacity-Achieving Private Information Retrieval Codes from MDS-Coded Databases with Minimum Message Size. | Ruida Zhou, Chao Tian, Tie Liu, Hua Sun |
| 2019 | ITW | Weakly Secure Symmetric Multilevel Diversity Coding. | Tao Guo, Chao Tian, Tie Liu, Raymond W. Yeung |
| 2019 | MVA | Residual Squeeze-and-Excitation Network for Battery Cell Surface Inspection. | Ziyang Song, Zejian Yuan, Tie Liu |
| 2019 | MVA | Welding Joints Inspection via Residual Attention Network. | Jinguo Zhu, Zejian Yuan, Tie Liu |
| 2018 | ECCV | DeepVS: A Deep Learning Based Video Saliency Prediction Approach. | Lai Jiang, Mai Xu, Tie Liu, Minglang Qiao, Zulin Wang |
| 2018 | ISIT | New Results on Multilevel Diversity Coding with Secure Regeneration. | Shuo Shao, Tie Liu, Chao Tian, Cong Shen |
| 2017 | ISIT | On the tradeoff region of secure exact-repair regenerating codes. | Shuo Shao, Tie Liu, Chao Tian, Cong Shen |
| 2017 | WACV | Fast Pedestrian Detection via Random Projection Features with Shape Prior. | Yun Zhao, Zejian Yuan, Dapeng Chen, Jie Lyu, Tie Liu |
| 2016 | CISS | Multilevel diversity coding with regeneration: Separate coding achieves the MBR point. | Shuo Shao, Tie Liu, Chao Tian |
| 2016 | ISIT | Orbit-entropy cones and extremal pairwise orbit-entropy inequalities. | Jun Chen, Amir Salimi, Tie Liu, Chao Tian |
| 2016 | ISIT | Cyclically symmetric entropy inequalities. | Jun Chen, Hao Ye, Chao Tian, Tie Liu, Zhiqing Xiao |
| 2015 | ISIT | A marginal characterization of entropy functions for conditional mutually independent random variables (with application to Wyner's common information). | Qi Chen, Fan Cheng, Tie Liu, Raymond W. Yeung |
| 2015 | ISIT | On the limits of treating interference as noise for two-user symmetric Gaussian interference channels. | Shuo Li, Yu-Chih Huang, Tie Liu, Henry D. Pfister |
| 2015 | ISIT | Multilevel diversity coding with regeneration. | Chao Tian, Tie Liu |
| 2014 | ISIT | Symmetric two-user Gaussian interference channel with common message with very low interference. | Quan Geng, Tie Liu |
| 2014 | ISIT | Polyhedral description of the symmetrical latency capacity region of broadcast channels. | Amir Salimi, Tie Liu, Shuguang Cui |
| 2012 | ISIT | Symmetrical multilevel diversity coding with an all-access encoder. | Jinjing Jiang, Neeharika Marukala, Tie Liu |
| 2012 | ISIT | On private broadcasting over independent parallel channels. | Ashish Khisti, Tie Liu |
| 2012 | ISIT | Gaussian robust sequential and predictive coding. | Lin Song, Jun Chen, Jia Wang, Tie Liu |
| 2012 | ISIT | Worst-case expected-rate loss of slow-fading channels. | Jae Won Yoo, Tie Liu, Shlomo Shamai (Shitz) |
| 2011 | BMVC | Automatic salient object segmentation based on context and shape prior. | Huaizu Jiang, Jingdong Wang, Zejian Yuan, Tie Liu, Nanning Zheng |
| 2011 | ISIT | Secret writing on dirty paper: A deterministic view. | Mustafa El-Halabi, Tie Liu, Costas N. Georghiades, Shlomo Shamai |
| 2010 | ISIT | The capacity-equivocation region of the MIMO Gaussian wiretap channel. | Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai |
| 2010 | ISIT | MIMO Gaussian broadcast channels with confidential and common messages. | Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai |
| 2010 | ISIT | Security embedding codes. | Hung D. Ly, Tie Liu, Yufei W. Blankenship |
| 2010 | WSC | A two-level loan portfolio optimization problem. | Jianqiang Hu, Jun Tong, Tie Liu, Rongzeng Cao, Bo Yang |
| 2009 | ACCV | Visual Saliency Based Object Tracking. | Geng Zhang, Zejian Yuan, Nanning Zheng, Xingdong Sheng, Tie Liu |
| 2009 | ISIT | On secrecy capacity per unit cost. | Mustafa El-Halabi, Tie Liu, Costas N. Georghiades |
| 2009 | ISIT | A vector generalization of Costa entropy-power inequality and applications. | Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai |
| 2009 | ISIT | MIMO Gaussian broadcast channels with confidential messages. | Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai |
| 2009 | ISIT | Gaussian broadcast channels with receiver message side information. | Tie Liu, Jae Won Yoo, Feng Xue |
| 2009 | ISIT | Generalized results of transmission capacities for overlaid wireless networks. | Changchuan Yin, Changhai Chen, Tie Liu, Shuguang Cui |
| 2009 | ITW | A channel-enhancement approach to the secrecy capacity of the multiantenna wiretap channel. | Tie Liu, Shlomo Shamai |
| 2008 | ICPR | Video attention: Learning to detect a salient object sequence. | Tie Liu, Nanning Zheng, Wei Ding, Zejian Yuan |
| 2008 | IGARSS | Soil Moisture Content Retrieval in an Arid to Semi-Arid Region in the Xinjiang Province. | Qin Li, Frank Veroustraete, Qinghan Dong, Xi Chen, Anming Bao, Tie Liu, X. W. Feng, Patrick Willems |
| 2008 | ISIT | The secrecy capacity of a class of parallel Gaussian compound wiretap channels. | Tie Liu, Vinod M. Prabhakaran, Sriram Vishwanath |
| 2007 | CVPR | Learning to Detect A Salient Object. | Tie Liu, Jian Sun, Nanning Zheng, Xiaoou Tang, Heung-Yeung Shum |
| 2007 | ISIT | The Capacity Region of the Degraded MIMO Compound Broadcast Channel. | Hanan Weingarten, Tie Liu, Shlomo Shamai, Yossef Steinberg, Pramod Viswanath |
| 2006 | ISIT | An Extremal Inequality Motivated by Multiterminal Information Theoretic Problems. | Tie Liu, Pramod Viswanath |
| 2005 | ISNN | Neural Network Based Online Feature Selection for Vehicle Tracking. | Tie Liu, Nanning Zheng, Hong Cheng |
| 2004 | ITW | On error exponents of nested lattice codes for the AWGN channel. | Tie Liu, Pierre Moulin, Ralf Koetter |
| 2003 | ICASSP | Error exponents for one-bit watermarking. | Tie Liu, Pierre Moulin |