| 2026 | AAAI | CATCH: A Controllable Theme Detection Framework with Contextualized Clustering and Hierarchical Generation. | Rui Ke, Jiahui Xu, Shenghao Yang, Kuang Wang, Feng Jiang, Haizhou Li |
| 2026 | ISIT | Leaderless Synchronous BFT under an Information Theoretic Setting. | Mo Li, Ximing Fu, Shenghao Yang |
| 2026 | ISIT | Linear Network Coding for Sum All-Reduce over Ring Networks. | Zhuoqi Tu, Yi Chen, Shenghao Yang |
| 2025 | ACL | Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles. | Kuang Wang, Xianfei Li, Shenghao Yang, Li Zhou, Feng Jiang, Haizhou Li |
| 2025 | ICML | Positional Attention: Expressivity and Learnability of Algorithmic Computation. | Artur Back de Luca, George Giapitzakis, Shenghao Yang, Petar Velickovic, Kimon Fountoulakis |
| 2025 | INFOCOM | Erasure Coding-Based Non-Conservative Network Communication: A Ground Up Approach. | Xuhong Cai, Yi Chen, Shenghao Yang, Xingyan Shi |
| 2025 | ISIT | A Network Coding-Based Approach to Floating-Point Sum Reduction. | Zhuoqi Tu, Yi Chen, Shenghao Yang |
| 2025 | ISIT | Shift-XOR Convertible Locally Repairable Codes. | Leyang Xia, Shenghao Yang, Ximing Fu |
| 2025 | WWW | Explainable Multi-Modality Alignment for Transferable Recommendation. | Shenghao Yang, Weizhi Ma, Zhiqiang Guo, Min Zhang, Haiyang Wu, Junjie Zhai, Chunhui Zhang, Yuekui Yang |
| 2024 | DASFAA | Common Sense Enhanced Knowledge-based Recommendation with Large Language Model. | Shenghao Yang, Weizhi Ma, Peijie Sun, Min Zhang, Qingyao Ai, Yiqun Liu, Mingchen Cai |
| 2024 | ICLR | Local Graph Clustering with Noisy Labels. | Artur Back de Luca, Kimon Fountoulakis, Shenghao Yang |
| 2024 | ICLR | Polynomial Width is Sufficient for Set Representation with High-dimensional Features. | Peihao Wang, Shenghao Yang, Shu Li, Zhangyang Wang, Pan Li |
| 2024 | ISIT | Throughput and Latency of Network Coding in Line Networks with Outages. | Yanyan Dong, Shenghao Yang, Jie Wang, Fan Cheng |
| 2024 | ISIT | Efficient Binary Batched Network Coding Employing Partial Recovery. | Licheng Mao, Shenghao Yang |
| 2024 | ISIT | Computing Capacity of Binary Arithmetic Sum over Asymmetric Diamond Network. | Ruze Zhang, Xuan Guang, Shenghao Yang, Xueyan Niu, Bo Bai |
| 2024 | SIGIR | Sequential Recommendation with Latent Relations based on Large Language Model. | Shenghao Yang, Weizhi Ma, Peijie Sun, Qingyao Ai, Yiqun Liu, Mingchen Cai, Min Zhang |
| 2023 | ICDM | Collaborative Word-based Pre-trained Item Representation for Transferable Recommendation. | Shenghao Yang, Chenyang Wang, Yankai Liu, Kangping Xu, Weizhi Ma, Yiqun Liu, Min Zhang, Haitao Zeng, Junlan Feng, Chao Deng |
| 2023 | ICLR | Equivariant Hypergraph Diffusion Neural Operators. | Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li |
| 2023 | ICML | Weighted Flow Diffusion for Local Graph Clustering with Node Attributes: an Algorithm and Statistical Guarantees. | Shenghao Yang, Kimon Fountoulakis |
| 2023 | ISIT | Characterization of All Optimal Finite-length Codes of Size Four for Binary Symmetric Channels. | Yanyan Dong, Shenghao Yang |
| 2023 | ISIT | Reliable Throughput of Generalized Collision Channel without Synchronization. | Yijun Fan, Yanxiao Liu, Yi Chen, Shenghao Yang, Raymond W. Yeung |
| 2022 | ISIT | Continuity of Link Scheduling Rate Region for Wireless Networks with Propagation Delays. | Yijun Fan, Yanxiao Liu, Shenghao Yang |
| 2022 | SIGIR | Axiomatically Regularized Pre-training for Ad hoc Search. | Jia Chen, Yiqun Liu, Yan Fang, Jiaxin Mao, Hui Fang, Shenghao Yang, Xiaohui Xie, Min Zhang, Shaoping Ma |
| 2021 | INFOCOM | Rate Region of Scheduling a Wireless Network with Discrete Propagation Delays. | Jun Ma, Yanxiao Liu, Shenghao Yang |
| 2021 | ISIT | Successively Solvable Shift-Add Systems - a Graphical Characterization. | Xiaopeng Cheng, Ximing Fu, Yuanxin Guo, Kenneth W. Shum, Shenghao Yang |
| 2021 | ISIT | Two-tone Shift-XOR Storage Codes. | Ximing Fu, Chenhao Wu, Yuanxin Guo, Shenghao Yang |
| 2021 | ISIT | Small-Sample Inferred Adaptive Recoding for Batched Network Coding. | Jie Wang, Zhiyuan Jia, Hoover H. F. Yin, Shenghao Yang |
| 2021 | ISIT | Intrablock Interleaving for Batched Network Coding with Blockwise Adaptive Recoding. | Hoover H. F. Yin, Ka Hei Ng, Allen Z. Zhong, Raymond W. Yeung, Shenghao Yang |
| 2021 | ISIT | Solving Monoshift Systems and Applications in Random Coding. | Yiheng Zhang, Ximing Fu, Xuanchen Wu, Shenghao Yang, Kenneth W. Shum |
| 2020 | ICML | p-Norm Flow Diffusion for Local Graph Clustering. | Kimon Fountoulakis, Di Wang, Shenghao Yang |
| 2020 | ISIT | Upper Bound Scalability on Achievable Rates of Batched Codes for Line Networks. | Shenghao Yang, Jie Wang |
| 2020 | ISIT | Optimal Locally Repairable Constacyclic Codes of Prime Power Lengths. | Wei Zhao, Kenneth W. Shum, Shenghao Yang |
| 2020 | ISITA | On Optimal Finite-length Binary Codes of Four Codewords for Binary Symmetric Channels. | Yanyan Dong, Shenghao Yang |
| 2019 | ICNC | Research on Wine Analysis Based on Data Preprocessing. | Xinfei Meng, Xiaolan Zhu, Shenghao Yang, Lu Wang, Jun Qi, Pei Yang |
| 2019 | ISIT | On the Capacity Scalability of Line Networks with Buffer Size Constraints. | Shenghao Yang, Jie Wang, Yanyan Dong, Yiheng Zhang |
| 2019 | ISIT | A Unified Adaptive Recoding Framework for Batched Network Coding. | Hoover H. F. Yin, Bin Tang, Ka Hei Ng, Shenghao Yang, Xishi Nicholas Wang, Qiaoqiao Zhou |
| 2018 | ISIT | An Enhanced Capacity Bound for Network Function Computation. | Xuan Guang, Raymond W. Yeung, Shenghao Yang, Congduan Li |
| 2018 | ISIT | On the Tightness of a Cut-Set Bound on Network Function Computation. | Jie Wang, Shenghao Yang, Congduan Li |
| 2016 | GLOBECOM | Further Results on Finite-Length Analysis of BATS Codes. | Shenghao Yang, Raymond W. Yeung |
| 2016 | ISIT | Adaptive recoding for BATS codes. | Hoover H. F. Yin, Shenghao Yang, Qiaoqiao Zhou, Lily M. L. Yung |
| 2016 | ITW | An improved upper bound on network function computation using cut-set partition. | Xuan Guang, Shenghao Yang, Congduan Li |
| 2015 | ISIT | Overhead-free in-place recovery and repair schemes of XOR-based regenerating codes. | Ximing Fu, Zhiqing Xiao, Shenghao Yang |
| 2015 | ITW | Upper bound on function computation in directed acyclic networks. | Cupjin Huang, Zihan Tan, Shenghao Yang |
| 2015 | ITW | Coding for network-coded slotted ALOHA. | Shenghao Yang, Yi Chen, Soung Chang Liew, Lizhao You |
| 2014 | ITW | Linearly-coupled fountain codes for network-coded multiple access. | Shenghao Yang, Soung Chang Liew, Lizhao You, Yi Chen |
| 2014 | ITW | From LDPC to chunked network codes. | Shenghao Yang, Bin Tang |
| 2014 | TrustCom | Overhead-Free In-Place Recovery Scheme for XOR-Based Storage Codes. | Ximing Fu, Zhiqing Xiao, Shenghao Yang |
| 2013 | ISIT | Multi-rate sequential data transmission. | Cheuk Ting Li, Shenghao Yang, Raymond W. Yeung |
| 2013 | ITA | Multi-rate sequential data transmission. | Cheuk Ting Li, Shenghao Yang, Raymond W. Yeung |
| 2012 | ISIT | Non-coherent network coding: An arbitrarily varying channel approach. | Mahdi Jafari Siavoshani, Shenghao Yang, Raymond W. Yeung |
| 2012 | ISIT | Expander graph based overlapped chunked codes. | Bin Tang, Shenghao Yang, Yitong Yin, Baoliu Ye, Sanglu Lu |
| 2012 | ITW | Superposition coding for linear operator channels over finite fields. | Shenghao Yang |
| 2011 | ISIT | Beyond the cut-set bound: Uncertainty computations in network coding with correlated sources. | Amin Aminzadeh Gohari, Shenghao Yang, Sidharth Jaggi |
| 2011 | ISIT | Coding for a network coded fountain. | Shenghao Yang, Raymond W. Yeung |
| 2010 | ISIT | Coding for linear operator channels over finite fields. | Shenghao Yang, Jin Meng, En-Hui Yang |
| 2008 | ISIT | Characterization of error correction and detection in a general transmission system. | Shenghao Yang, Raymond W. Yeung, Zhen Zhang |
| 2007 | GLOBECOM | On Static Code Construction for Alternating Multicast and Simultaneous Multicasts. | Chi Kin Ngai, Shenghao Yang, Raymond W. Yeung |
| 2007 | ISIT | Construction of Linear Network Codes that Achieve a Refined Singleton Bound. | Shenghao Yang, Chi Kin Ngai, Raymond W. Yeung |
| 2007 | ITW | Refined Coding Bounds for Network Error Correction. | Shenghao Yang, Raymond W. Yeung |