| 2026 | WWW | Make It Long, Keep It Fast: End-to-End 10k-Sequence Modeling at Billion Scale on Douyin. | Lin Guan, Jia-Qi Yang, Zhishan Zhao, Beichuan Zhang, Bo Sun, Xuanyuan Luo, Jinan Ni, Xiaowen Li, Yuhang Qi, Zhifang Fan, Hangyu Wang, Qiwei Chen, Yi Cheng, Feng Zhang, Xiao Yang |
| 2025 | AINA | LKSVC: A Novel VANET Caching Method by Integrating Location-Based K-Means Clustering into Spiking Neural Network. | Yuanchen Li, Lin Guan, Ziyang Zhang, George Vogiatzis |
| 2025 | ISCC | SLO-Targeted Congestion Control with Deep Reinforcement Learning. | Zihan Jia, Chen Chen, Lin Guan, John Woodward |
| 2025 | WCNC | PSNVC: A Novel Physical-Based Vanet Caching Framework by Integrating SDN and NDN Paradigm. | Yuanchen Li, Lin Guan, Ziyang Zhang, George Vogiatzis |
| 2025 | SIGIR | Pyramid Mixer: Multi-dimensional Multi-period Interest Modeling for Sequential Recommendation. | Zhen Gong, Zhifang Fan, Hui Lu, Qiwei Chen, Chenbin Zhang, Lin Guan, Yuchao Zheng, Feng Zhang, Xiao Yang, Zuotao Liu |
| 2024 | AAAI | Learning from Ambiguous Demonstrations with Self-Explanation Guided Reinforcement Learning. | Yantian Zha, Lin Guan, Subbarao Kambhampati |
| 2024 | AINA | PRVC: A Novel Vehicular Ad-Hoc Network Caching Based on Pre-trained Reinforcement Learning. | Ziyang Zhang, Lin Guan, Yuanchen Li, Seth Gbd Johnson, Qinggang Meng |
| 2024 | AINA | A Hybrid Deep Reinforcement Learning Routing Method Under Dynamic and Complex Traffic with Software Defined Networking. | Ziyang Zhang, Lin Guan, Qinggang Meng |
| 2024 | CIKM | TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou. | Zihua Si, Lin Guan, Zhongxiang Sun, Xiaoxue Zang, Jing Lu, Yiqun Hui, Xingchao Cao, Zeyu Yang, Yichen Zheng, Dewei Leng, Kai Zheng, Chenbin Zhang, Yanan Niu, Yang Song, Kun Gai |
| 2024 | HRI | On the Pitfalls of Learning to Cooperate with Self Play Agents Checkpointed to Capture Humans of Diverse Skill Levels. | Upasana Biswas, Lin Guan, Subbarao Kambhampati |
| 2024 | ICML | Position: LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks. | Subbarao Kambhampati, Karthik Valmeekam, Lin Guan, Mudit Verma, Kaya Stechly, Siddhant Bhambri, Lucas Saldyt, Anil Murthy |
| 2023 | HPCC | VPFL: A Verifiable Property Federated Learning Framework Against Invisible Attacks in Distributed IoT. | Yuanxiang Wu, Hang Cheng, Lin Guan, Peihao Liu, Fei Chen, Meiqing Wang |
| 2023 | ICLR | Relative Behavioral Attributes: Filling the Gap between Symbolic Goal Specification and Reward Learning from Human Preferences. | Lin Guan, Karthik Valmeekam, Subbarao Kambhampati |
| 2023 | KDD | TWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou. | Jianxin Chang, Chenbin Zhang, Zhiyi Fu, Xiaoxue Zang, Lin Guan, Jing Lu, Yiqun Hui, Dewei Leng, Yanan Niu, Yang Song, Kun Gai |
| 2022 | AAAI | Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems. | Subbarao Kambhampati, Sarath Sreedharan, Mudit Verma, Yantian Zha, Lin Guan |
| 2022 | ICML | Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity. | Lin Guan, Sarath Sreedharan, Subbarao Kambhampati |
| 2021 | IROS | Contrastively Learning Visual Attention as Affordance Cues from Demonstrations for Robotic Grasping. | Yantian Zha, Siddhant Bhambri, Lin Guan |
| 2021 | ISNCC | Overlap-Minimization Scheduling Strategy for Data Transmission in VANET. | Yong Zhang, Mao Ye, Lin Guan |
| 2020 | AAAI | Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset. | Ruohan Zhang, Calen Walshe, Zhuode Liu, Lin Guan, Karl S. Muller, Jake Alden Whritner, Luxin Zhang, Mary M. Hayhoe, Dana H. Ballard |
| 2020 | IWCMC | Throughput-oriented Power Allocation Scheme Based on Convex Optimization for Cache-enabled FiWi Access Network in 5G IoT Scenario. | Lin Guan, Hui Yang, Bowen Bao, Ao Yu, Jun Li, Mohamed Cheriet |
| 2019 | IJCAI | Leveraging Human Guidance for Deep Reinforcement Learning Tasks. | Ruohan Zhang, Faraz Torabi, Lin Guan, Dana H. Ballard, Peter Stone |
| 2018 | Mobisys | Semi-Edge: From Edge Caching to Hierarchical Caching in Network Fog. | Yining Hua, Lin Guan, Konstantinos G. Kyriakopoulos |
| 2017 | ICNP | Distributed Mininet placement algorithm for fat-tree topologies. | Philippos Isaia, Lin Guan |
| 2016 | NetSoft | Performance benchmarking of SDN experimental platforms. | Philippos Isaia, Lin Guan |
| 2015 | RE | Model-based systems engineering with requirements variability for embedded real-time systems. | Mole Li, Firat Batmaz, Lin Guan, Alan Grigg, Matthew Ingham, Peter Bull |
| 2013 | AINA | A Multi-Class Mobility Model for Dynamic and Dependable Systems. | Peter Bull, Georgios Antonopoulos, Lin Guan, Xingang Wang, Xunli Fan |
| 2012 | HPCC | Ad hoc On-demand Multipath Distance Vector Routing with Backup Route Update Mechanism. | Zhenyu Chen, Lin Guan, Xingang Wang, Xunli Fan |
| 2012 | HPCC | QBLUE: A New Congestion Control Algorithm Based on Queuing Theory. | Xunli Fan, Jie Zhang, Lin Guan, Xingang Wang |
| 2012 | PERCOM | DCCC6: Duty Cycle-aware congestion control for 6LoWPAN networks. | Vasilis Michopoulos, Lin Guan, George C. Oikonomou, Iain Phillips |
| 2011 | DCOSS | A comparative study of congestion control algorithms in IPv6 Wireless Sensor Networks. | Vasilis Michopoulos, Lin Guan, George C. Oikonomou, Iain Phillips |
| 2010 | AINA | NLAR: A New Approach to AQM. | Xunli Fan, Feng Zheng, Lin Guan, Xingang Wang |
| 2010 | AINA | RED and WRED Performance Analysis Based on Superposition of N MMBP Arrival Proccess. | Lee Booi Lim, Lin Guan, Alan Grigg, Iain W. Phillips, Xingang Wang, Irfan-Ullah Awan |
| 2010 | AINA | Evaluation of Error Control Mechanisms Based on System Throughput and Video Playable Frame Rate on Wireless Channel. | Wurong Pan, Xuefen Chi, Lin Guan, Yining Wang, Xin Gang Wang |
| 2009 | AINA | A Topology Control Protocol for 2D Poisson Distributed Wireless Sensor Networks. | Waltenegus Dargie, Alexander Schill, Rami Mochaourab, Lin Guan |
| 2009 | AINA | Adaptive FEC Algorithm Based on Prediction of Video Quality and Bandwidth Utilization Ratio. | Jiao Feng, Xuefen Chi, Peng Li, Yining Wang, Lin Guan |
| 2009 | AINA | QoS Enhancements and Performance Analysis for Delay Sensitive Applications. | Jie Wang, Lin Guan, Xin Gang Wang, Alan Grigg, Irfan Awan, Iain Phillips, Xuefen Chi |
| 2009 | ICCCN | A Novel Routing Algorithm Based on Ant Colony System for Wireless Sensor Networks. | Xin Guan, Lin Guan, Xin Gang Wang, Tomoaki Ohtsuki |
| 2009 | ICCCN | Bounding Queuing Delay in a Router Based on Superposition of N MMBP Arrival Process. | Lee Booi Lim, Lin Guan, Alan Grigg, Iain W. Phillips, Xin Gang Wang, Irfan-Ullah Awan |
| 2008 | AINA | Delay Restraining of Combined Multiple Input Cross Core Router. | Osama Al-Jaber, Lin Guan, Xin Gang Wang, Irfan Awan, Alan Grigg, Xuefen Chi |
| 2008 | AINA | Service-Aware Multi-Constrained Routing Protocol with QoS Guarantee Based on Fuzzy Logic. | Jing Zuo, Xuefen Chi, Lin Guan, Hongxia Li |
| 2008 | ICCCN | Data Gathering Algorithm Based Load Balance for Wireless Sensor Networks. | Guan Xin, Lin Guan |
| 2008 | ICMLA | A Data Driven Knowledge Acquisition Method and Its Application in Power System Dynamic Stability Assessment. | Lin Guan, Tong-wen Wang, Yao Zhang, Li-jun Zhang |
| 2007 | ICCCN | Analysis of Discrete Time Queueing Networks under Buffer Threshold Scheme. | Irfan Awan, Lin Guan, Xingang Wang |
| 2006 | AINA | Bounding Delay through a Buffer using Dynamic Queue Thresholds. | Lin Guan, Michael E. Woodward, Irfan-Ullah Awan |
| 2004 | ICCCN | Stochastic Modelling of Maintaining Specified QoS Constraints in Discrete-Time Domain. | Lin Guan, Michael E. Woodward, Irfan-Ullah Awan |