| 2026 | AAAI | MoralReason: Generalizable Moral Decision Alignment for LLM Agents Using Reasoning-Level Reinforcement Learning. | Zhiyu An, Wan Du |
| 2026 | NSDI | AnyPro: Preference-Preserving Anycast Optimization based on Strategic AS-Path Prepending. | Minyuan Zhou, Yuning Chen, Jiaqi Zheng, Yifei Xu, Pan Hu, Yongping Tang, Wendong Yin, Jie Lin, Qingyan Yu, Yuanchao Su, Guihai Chen, Wanchun Dou, Songwu Lu, Wan Du |
| 2026 | SENSYS | SoilX: Calibration-Free Comprehensive Soil Sensing through Contrastive Cross-Component Learning. | Kang Yang, Yuanlin Yang, Yuning Chen, Sikai Yang, Xinyu Zhang, Wan Du |
| 2025 | CIKM | FedSTEP: Asynchronous and Staleness-Aware Personalization for Efficient Federated Learning. | Gang Yan, Jian Li, Wan Du |
| 2025 | EuroSys | Towards VM Rescheduling Optimization Through Deep Reinforcement Learning. | Xianzhong Ding, Yunkai Zhang, Binbin Chen, Donghao Ying, Tieying Zhang, Jianjun Chen, Lei Zhang, Alberto Cerpa, Wan Du |
| 2025 | KDD | FedDiAL: Adaptive Federated Learning with Hierarchical Discriminative Network for Large Pre-trained Models. | Gang Yan, Wan Du |
| 2025 | SENSYS | Demo Abstract: Comprehensive Wireless Soil Component Sensing via VNIR and LoRa. | Yuanlin Yang, Yuning Chen, Kang Yang, Sikai Yang, Wan Du |
| 2025 | SENSYS | Poster Abstract: Scalable 3D Gaussian Splatting-Based RF Signal Spatial Propagation Modeling. | Kang Yang, Wan Du, Mani Srivastava |
| 2025 | USENIX | Roaming Free in the VR World with MP2. | Yifei Xu, Xumiao Zhang, Yuning Chen, Pan Hu, Xuan Zeng, Zhilong Zheng, Xianshang Lin, Yanmei Liu, Songwu Lu, Z. Morley Mao, Wan Du, Dennis Cai, Ennan Zhai, Yunfei Ma |
| 2024 | DAC | Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control. | Zhiyu An, Xianzhong Ding, Wan Du |
| 2024 | ICLR | Reward Bound for Behavioral Guarantee of Model-based Planning Agents. | Zhiyu An, Xianzhong Ding, Wan Du |
| 2024 | KDD | MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge. | Yuning Chen, Kang Yang, Zhiyu An, Brady Holder, Luke Paloutzian, Khaled M. Bali, Wan Du |
| 2024 | Mobisys | OrchLoc: In-Orchard Localization via a Single LoRa Gateway and Generative Diffusion Model-based Fingerprinting. | Kang Yang, Yuning Chen, Wan Du |
| 2024 | SENSYS | MetaSoil: Passive mmWave Metamaterial Multi-layer Soil Moisture Sensing. | Baicheng Chen, John Nolan, Xinyu Zhang, Wan Du |
| 2023 | SC | HPC-GPT: Integrating Large Language Model for High-Performance Computing. | Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto Cerpa, Wan Du |
| 2023 | SENSYS | Poster Abstract: Data Efficient HVAC Control using Gaussian Process-based Reinforcement Learning. | Zhiyu An, Xianzhong Ding, Wan Du |
| 2023 | SENSYS | CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. | Zhiyu An, Xianzhong Ding, Arya Rathee, Wan Du |
| 2023 | SENSYS | Poster Abstract: Enhancing Fault Resilience of Air Quality Monitoring in San Joaquin Valley: A Data Equity Analysis. | Zhizhang Hu, Shangjie Du, Yuning Chen, Xuan Zhang, Wan Du, Asa Bradman, Shijia Pan |
| 2023 | SENSYS | TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings. | Hamid Rajabi, Xianzhong Ding, Wan Du, Alberto Cerpa |
| 2022 | SENSYS | Real-Time Tracking of Smartwatch Orientation and Location by Multitask Learning. | Miaomiao Liu, Sikai Yang, Wyssanie Chomsin, Wan Du |
| 2022 | SENSYS | Real-Time Tracking of Smartwatch Orientation and Location by Multitask Learning. | Miaomiao Liu, Sikai Yang, Wyssanie Chomsin, Wan Du |
| 2022 | SENSYS | LLDPC: A Low-Density Parity-Check Coding Scheme for LoRa Networks. | Kang Yang, Wan Du |
| 2021 | DCOSS | ATPP: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes. | Kang Yang, Xi Zhao, Jianhua Zou, Wan Du |
| 2021 | ICDM | Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. | Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu |
| 2021 | SENSYS | Building sensor fault detection and diagnostic system. | Devanshu Kumar, Xianzhong Ding, Wan Du, Alberto Cerpa |
| 2020 | ICDCS | Continuous, Real-Time Object Detection on Mobile Devices without Offloading. | Miaomiao Liu, Xianzhong Ding, Wan Du |
| 2020 | MOBICOM | DMM: fast map matching for cellular data. | Zhihao Shen, Wan Du, Xi Zhao, Jianhua Zou |
| 2020 | SENSYS | MB2C: Model-Based Deep Reinforcement Learning for Multi-zone Building Control. | Xianzhong Ding, Wan Du, Alberto E. Cerpa |
| 2020 | SENSYS | Geo-Distributed Driving Maneuver Anomaly Detection. | Miaomiao Liu, Wan Du |
| 2019 | ICDCS | Towards Energy-Fairness in LoRa Networks. | Weifeng Gao, Wan Du, Zhiwei Zhao, Geyong Min, Mukesh Singhal |
| 2019 | ICPADS | Performance Analysis and Characterization of Training Deep Learning Models on Mobile Device. | Jie Liu, Jiawen Liu, Wan Du, Dong Li |
| 2019 | INFOCOM | CoDoC: A Novel Attack for Wireless Rechargeable Sensor Networks through Denial of Charge. | Chi Lin, Zhi Shang, Wan Du, Jiankang Ren, Lei Wang, Guowei Wu |
| 2019 | SENSYS | OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control. | Xianzhong Ding, Wan Du, Alberto Cerpa |
| 2019 | SENSYS | DeepAPP: a deep reinforcement learning framework for mobile application usage prediction. | Zhihao Shen, Kang Yang, Wan Du, Xi Zhao, Jianhua Zou |
| 2019 | SECON | Maximizing Energy Efficiency of Period-Area Coverage with UAVs for Wireless Rechargeable Sensor Networks. | Chi Lin, Chunyang Guo, Wan Du, Jing Deng, Lei Wang, Guowei Wu |
| 2018 | ICDCS | UniLoc: A Unified Mobile Localization Framework Exploiting Scheme Diversity. | Wan Du, Panrong Tong, Mo Li |
| 2018 | INFOCOM | Reliable channel allocation for mission oriented low-power wireless networks. | Weifeng Gao, Wan Du, Zhiwei Zhao |
| 2016 | INFOCOM | SoftLight: Adaptive visible light communication over screen-camera links. | Wan Du, Jansen Christian Liando, Mo Li |
| 2016 | MOBICOM | DopEnc: acoustic-based encounter profiling using smartphones. | Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, Prasant Mohapatra |
| 2015 | MOBIHOC | From Rateless to Hopless. | Zhenjiang Li, Wan Du, Yuanqing Zheng, Mo Li, Dapeng Wu |
| 2015 | SENSYS | When Pipelines Meet Fountain: Fast Data Dissemination in Wireless Sensor Networks. | Wan Du, Jansen Christian Liando, Huanle Zhang, Mo Li |
| 2014 | SENSYS | From rateless to distanceless: enabling sparse sensor network deployment in large areas. | Wan Du, Zhenjiang Li, Jansen Christian Liando, Mo Li |
| 2014 | SENSYS | From rateless to distanceless: enabling sparse sensor network deployment in large areas. | Wan Du, Zhenjiang Li, Jansen Christian Liando, Mo Li |
| 2014 | SECON | Demo Abstract: Wind measurements for water quality studies in urban reservoirs. | Wan Du, Mo Li, Zikun Xing, Bingsheng He, Lloyd Hock Chye Chua, Zhenjiang Li, Yuanqiang Zheng, Pengfei Zhou |
| 2013 | ICDCS | Harnessing Mobile Multiple Access Efficiency with Location Input. | Wan Du, Mo Li |
| 2011 | MASS | IDEA1: A Validated System C-Based Simulator for Wireless Sensor Networks. | Wan Du, David Navarro, Fabien Mieyeville, Ian O'Connor |
| 2010 | ISCAS | A complete system-level behavioural model for IEEE 802.15.4 Wireless Sensor Network simulations. | David Navarro, Wan Du, Fabien Mieyeville, Frdric Gaffiot |