| 2026 | ACL | EdgeFormer: Latency-Aware Collaborative Multi-Head Attention of Transformer Inference in Edge Networks. | Yiming Yao, Jianwei Niu, Bin Dai, Tao Ren |
| 2026 | ISIT | Capacity Results on the Gaussian Cognitive Multiple-Access Channel with Feedback. | Han Deng, Xiaoya Wang, Haoheng Yuan, Fan Cheng, Bin Dai |
| 2026 | ISIT | Capacity of Noise-Erasure-Permutation Channels. | Xuan He, Yi Ding, Kui Cai, Guanghui Song, Bin Dai, Xiaohu Tang |
| 2026 | ISIT | Pyramid-Based Unequal Error Protection for Task-Oriented Deep Joint Source-Channel Coding. | Xingyu Mao, Qifa Yan, Shuo Shao, Bin Dai, Xiaohu Tang |
| 2026 | ISIT | Secure Joint Source-Channel Coding for the AWGN Channel with Feedback: A Finite Blocklength Analysis. | Sheng Su, Yuhan Yang, Chao Qi, Xuan He, Bin Dai, Xiaohu Tang |
| 2026 | ISIT | Coding for Multi-Path Fading Channels with Feedback. | Yuhan Yang, Haoheng Yuan, Chao Qi, Fan Cheng, Bin Dai |
| 2025 | ACL | Enhancing Persona Consistency for LLMs' Role-Playing using Persona-Aware Contrastive Learning. | Ke Ji, Yixin Lian, Linxu Li, Jingsheng Gao, Weiyuan Li, Bin Dai |
| 2025 | EMNLP | V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat. | Qi Lin, Weikai Xu, Lisi Chen, Bin Dai |
| 2025 | ICCV | Keep Your Friends Close, and Your Enemies Farther: Distance-Aware Voxel-Wise Contrastive Learning for Semi-Supervised Multi-Organ Segmentation. | Haochen Zhao, Jianwei Niu, Xuefeng Liu, Xiaozheng Xie, Li Kuang, Haotian Yang, Bin Dai, Hui Meng, Yong Wang |
| 2025 | ICLR | SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback. | Jingsheng Gao, Linxu Li, Ke Ji, Weiyuan Li, Yixin Lian, Yuzhuo Fu, Bin Dai |
| 2025 | ITW | Covert Computation over Gaussian Multiple-Access Channel with Feedback. | Sheng Su, Yuhan Yang, Han Deng, Fan Cheng, Bin Dai, Liuguo Yin |
| 2025 | ITW | Optimal Feedback Schemes for Dirty Paper Channels With State Estimation at the Receiver. | Dengfeng Xia, Han Deng, Haonan Zhang, Fan Cheng, Bin Dai, Liuguo Yin |
| 2025 | ITW | Coding for Quasi-Static Fading Channel with Imperfect CSI at the Transmitter and Quantized Feedback. | Yuhan Yang, Mei Han, Haonan Zhang, Haoheng Yuan, Fan Cheng, Bin Dai |
| 2024 | ACL | Towards Objectively Benchmarking Social Intelligence of Language Agents at the Action Level. | Chenxu Wang, Bin Dai, Huaping Liu, Baoyuan Wang |
| 2024 | CSCWD | Scalable Computation Offloading for Industrial IoTs via Distributed Deep Reinforcement Learning. | Bin Dai, Yuan Qiu, Weikun Feng |
| 2024 | CVPR | DriveWorld: 4D Pre-Trained Scene Understanding via World Models for Autonomous Driving. | Chen Min, Dawei Zhao, Liang Xiao, Jian Zhao, Xinli Xu, Zheng Zhu, Lei Jin, Jianshu Li, Yulan Guo, Junliang Xing, Liping Jing, Yiming Nie, Bin Dai |
| 2024 | ECCV | Disentangling Planning, Driving and Rendering for Photorealistic Avatar Agents. | Duomin Wang, Bin Dai, Yu Deng, Baoyuan Wang |
| 2024 | ISIT | A Linear Feedback Coding Scheme for Computation Over Gaussian Multiple-Access Channels. | Bin Dai, Fan Cheng, Yuhan Yang, Dengfeng Xia |
| 2024 | ISIT | Coded Caching with File and Demand Privacy. | Chao Qi, Minquan Cheng, Xianhua Niu, Bin Dai |
| 2024 | ITW | Gaussian Relay Channel with Noiseless Feedback: Revisit. | Han Deng, Dengfeng Xia, Peng Xu, Bin Dai |
| 2024 | ITW | Sum-Capacity for Symmetric Finite-State Gaussian Multiple Access Channel with Delayed Feedback. | Dengfeng Xia, Han Deng, Peng Xu, Bin Dai |
| 2024 | ITW | Efficient Coding for Computation Over Gaussian Multiple-Access Channel with Noiseless/Noisy Feedback. | Yuhan Yang, Han Deng, Peng Xu, Bin Dai |
| 2024 | WCNC | Feedback Coding of URLLC in Vehicle-to-Everything (V2X) Communications and Its Secrecy Analysis. | Jia Wang, Guangfen Xie, Dengfeng Xia, Bin Dai |
| 2024 | WACV | Controlling Character Motions without Observable Driving Source. | Weiyuan Li, Bin Dai, Ziyi Zhou, Qi Yao, Baoyuan Wang |
| 2023 | GLOBECOM | Outage Performance of HARQ-CC-Assisted IRS-NOMA Systems. | Bin Dai, Xinwei Yue, Zhen Mei, Francis C. M. Lau, Yulong Zou, Tian Li |
| 2023 | GLOBECOM | A Finite Blocklength Approach for AWGN Relay Network with Receiver-Transmitter Feedback. | Han Deng, Dengfeng Xia, Yating Lin, Bin Dai |
| 2023 | GLOBECOM | A Finite Blocklength Coding Scheme for the AR(1) Gaussian Channel with AWGN Feedback Channel. | Dengfeng Xia, Han Deng, Guangfen Xie, Chuanchuan Yang, Bin Dai |
| 2023 | GLOBECOM | Secrecy Capacity Region of the AWGN MAC with External Eavesdropper and Feedback. | Haoheng Yuan, Han Deng, Guangfen Xie, Chuanchuan Yang, Bin Dai |
| 2023 | INFOCOM | Towards AI-Driven on-Demand Routing in 6G Wide-Area Networks. | Bin Dai, Wenrui Huang, Xinbin Shi, Mengda Lv, Yijun Mo |
| 2023 | INFOCOM | A Finite Blocklength Approach for Wireless Hierarchical Federated Learning in the Presence of Physical Layer Security. | Haonan Zhang, Chuanchuan Yang, Bin Dai |
| 2022 | CVPR | NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results. | Longguang Wang, Yulan Guo, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte, Liangyu Chen, Xiaojie Chu, Wenqing Yu, Kai Jin, Zeqiang Wei, Sha Guo, Angulia Yang, Xiuzhuang Zhou, Guodong Guo, Bin Dai, Feiyue Peng, Huaxin Xiao, Shen Yan, Yuxiang Liu, Hanxiao Cai, Pu Cao, Yang Nie, Lu Yang, Qing Song, Xiaotao Hu, Jun Xu, Mai Xu, Junpeng Jing, Xin Deng, Qunliang Xing, Minglang Qiao, Zhenyu Guan, Wenlong Guo, Chenxu Peng, Zan Chen, Junyang Chen, Hao Li, Junbin Chen, Weijie Li, Zhijing Yang, Gen Li, Aijin Li, Lei Sun, Dafeng Zhang, Shizhuo Liu, Jiangtao Zhang, Yanyun Qu, Hao-Hsiang Yang, Zhi-Kai Huang, Wei-Ting Chen, Hua-En Chang, Sy-Yen Kuo, Qiaohui Liang, Jianxin Lin, Yijun Wang, Lianying Yin, Rongju Zhang, Wei Zhao, Peng Xiao, Rongjian Xu, Zhilu Zhang, Wangmeng Zuo, Hansheng Guo, Guangwei Gao, Tieyong Zeng, Huicheng Pi, Shunli Zhang, Joohyeok Kim, HyeonA Kim, Eunpil Park, Jae-Young Sim, Jucai Zhai, Pengcheng Zeng, Yang Liu, Chihao Ma, Yulin Huang, Junying Chen |
| 2022 | GLOBECOM | A Finite Blocklength Coding Scheme for the Dirty-Tape Channel with Noisy Feedback. | Dengfeng Xia, Chuanchuan Yang, Bin Dai |
| 2022 | GLOBECOM | Secure Finite Blocklength Coding Scheme for the RIS-Aided SIMO Channel with Feedback. | Guangfen Xie, Chuanchuan Yang, Bin Dai |
| 2022 | ICRA | ORFD: A Dataset and Benchmark for Off-Road Freespace Detection. | Chen Min, Weizhong Jiang, Dawei Zhao, Jiaolong Xu, Liang Xiao, Yiming Nie, Bin Dai |
| 2022 | INFOCOM | When Wireless Federated Learning Meets Physical Layer Security: The Fundamental Limits. | Haonan Zhang, Chuanchuan Yang, Bin Dai |
| 2022 | ICRA | Trajectory Prediction for Autonomous Driving with Topometric Map. | Jiaolong Xu, Liang Xiao, Dawei Zhao, Yiming Nie, Bin Dai |
| 2021 | GLOBECOM | The Role of Feedback in Two-Way Full-Duplex Secure Communication: Revisit. | Dengfeng Xia, Chuanchuan Yang, Bin Dai |
| 2021 | GLOBECOM | Enhancing Physical Layer Security in Internet of Things via Feedback: Revisit. | Haoheng Yuan, Chuanchuan Yang, Bin Dai |
| 2021 | HPCC | On-demand Intelligent Routing Algorithms for the Deterministic Networks. | Zhongli Wu, Wenrui Huang, Zhewei Dai, Yuanyuan Cao, Bin Dai, Yijun Mo |
| 2021 | IROS | LiDAR-based Drivable Region Detection for Autonomous Driving. | Hanzhang Xue, Hao Fu, Ruike Ren, Jintao Zhang, Bokai Liu, Yiming Fan, Bin Dai |
| 2021 | ISPA | A Distributed Computation Offloading Scheduling Framework based on Deep Reinforcement Learning. | Bin Dai, Tao Ren, Jianwei Niu, Zheyuan Hu, Shucheng Hu, Meikang Qiu |
| 2020 | ICML | The Usual Suspects? Reassessing Blame for VAE Posterior Collapse. | Bin Dai, Ziyu Wang, David P. Wipf |
| 2020 | ICPR | Self-Supervised Domain Adaptation with Consistency Training. | Liang Xiao, Jiaolong Xu, Dawei Zhao, Zhiyu Wang, Li Wang, Yiming Nie, Bin Dai |
| 2020 | ISITA | On the Capacity of Gaussian Multiple-Access Wiretap Channels with Feedback. | Bin Dai, Chong Li, Yingbin Liang, Zheng Ma, Shlomo Shamai Shitz |
| 2020 | ITW | Feedback Capacity of Gaussian Multiple-Access Wiretap Channel with Degraded Message Sets. | Bin Dai, Chong Li, Yingbin Liang, Zheng Ma, Shlomo Shamai Shitz |
| 2020 | LCN | IQoR: An Intelligent QoS-aware Routing Mechanism with Deep Reinforcement Learning. | Yuanyuan Cao, Bin Dai, Yijun Mo, Yang Xu |
| 2019 | ICLR | Diagnosing and Enhancing VAE Models. | Bin Dai, David P. Wipf |
| 2019 | ISIT | The Dirty Paper Wiretap Feedback Channel with or without Action on the State. | Bin Dai, Chong Li, Yingbin Liang, Zheng Ma, Shlomo Shamai Shitz |
| 2018 | GLOBECOM | Feedback Strategies for the Broadcast Channel with Mutual Secrecy Requirement. | Bin Dai, Linman Yu, Zheng Ma |
| 2018 | ICML | Compressing Neural Networks using the Variational Information Bottleneck. | Bin Dai, Chen Zhu, Baining Guo, David P. Wipf |
| 2018 | ITW | New Results on the Wire-tap Channel with Noiseless Feedback. | Bin Dai, Linman Yu, Yuan Luo |
| 2017 | GLOBECOM | Capacity Results on the Finite State Multiple-Access Wiretap Channel with Delayed State Feedback. | Bin Dai, Xin Li |
| 2017 | ICASSP | Capacity results on the finite state Markov wiretap channel with delayed state feedback. | Bin Dai, Zheng Ma |
| 2017 | UAI | Green Generative Modeling: Recycling Dirty Data using Recurrent Variational Autoencoders. | Yu Wang, Bin Dai, Gang Hua, John A. D. Aston, David P. Wipf |
| 2016 | COLING | Semi-supervised Gender Classification with Joint Textual and Social Modeling. | Shoushan Li, Bin Dai, Zhengxian Gong, Guodong Zhou |
| 2016 | ICIP | Learning deep compact channel features for object detection in traffic scenes. | Yuqiang Fang, Lin Sun, Hao Fu, Tao Wu, Ruili Wang, Bin Dai |
| 2015 | HPCC | Bandwidth-Aware Energy Efficient Routing with SDN in Data Center Networks. | Guan Xu, Bin Dai, Benxiong Huang, Jun Yang |
| 2014 | ISITA | Achievable rate-equivocation regions for relay broadcast channels with confidential messages. | Bin Dai, Zheng Ma |
| 2014 | ITW | Feedback enhances the security of degraded broadcast channels with confidential messages and causal channel state information. | Bin Dai, Zheng Ma |
| 2014 | PRICAI | Efficient Vehicle Localization Based on Road-Boundary Maps. | Dawei Zhao, Tao Wu, Yuqiang Fang, Ruili Wang, Jing Dai, Bin Dai |
| 2012 | ICDM | Graph-Oriented Learning via Automatic Group Sparsity for Data Analysis. | Yuqiang Fang, Ruili Wang, Bin Dai |
| 2012 | IPCCC | Complex networks clustering algorithm based on the core influence of the nodes. | Chao Tong, Jianwei Niu, Bin Dai, Jing Peng, Jinyang Fan |
| 2012 | ISIT | Degraded broadcast channel with noncausal side information, confidential messages and noiseless feedback. | Bin Dai, Jiehua Hong, A. J. Han Vinck, Yuan Luo, Zhuojun Zhuang |
| 2012 | ISIT | Capacity region of non-degraded wiretap channel with noiseless feedback. | Bin Dai, A. J. Han Vinck, Yuan Luo, Zhuojun Zhuang |
| 2011 | ICCCN | How Can Multipath Dissemination Help to Detect Prefix Hijacking? | Feng Wang, Bin Dai, Jinshu Su |
| 2011 | ICIG | LIDAR-based Long Range Road Intersection Detection. | Tongtong Chen, Bin Dai, Daxue Liu, Zhao Liu |
| 2011 | ICIG | Real-Time Long-Range Lane Detection and Tracking for Intelligent Vehicle. | Xin Liu, Bin Dai, Jinze Song, Hangen He, Bo Zhang |
| 2011 | ICIP | Fast detection of small infrared objects in maritime scenes using local minimum patterns. | Baojun Qi, Tao Wu, Bin Dai, Hangen He |
| 2008 | AINA | Performance Evaluation of IEEE 802.15.4 Beacon-Enabled Association Process. | Fan Zhang, Furong Wang, Bin Dai, Yafang Li |
| 2008 | IJCNN | Self-learning path-tracking control of autonomous vehicles using kernel-based approximate dynamic programming. | Xin Xu, Hongyu Zhang, Bin Dai, Hangen He |
| 2008 | NPC | Wiretap Channel with Side Information from Part of Encoder. | Bin Dai, Yuan Luo, A. J. Han Vinck |