| 2026 | AAAI | End-to-End Knowledge Distillation for Unsupervised Domain Adaptation with Large Vision-language Models. | Yangtao Wang, Xingwei Deng, Yanzhao Xie, Weilong Peng, Siyuan Chen, Xiaocui Li, Maobin Tang, Meie Fang |
| 2026 | AAAI | Seeing through the Conflict: Transparent Knowledge Conflict Handling in Retrieval-Augmented Generation. | Hua Ye, Siyuan Chen, Ziqi Zhong, Canran Xiao, Haoliang Zhang, Yuhan Wu, Fei Shen |
| 2026 | COCOON | On the Structure of Generalized Flows over Time: Why Storage is Unnecessary. | Siyuan Chen, Shengminjie Chen, Suixiang Gao, Zheyu Jiang, Dun Ma, Wenguo Yang |
| 2026 | DATE | Re-RIS: A Reconfigurable 3D RRAM In-Sensor Architecture for Low-Latency Machine Vision. | Shiyang Li, Lixia Han, Siyuan Chen, Lifeng Liu, Peng Huang |
| 2026 | ISCAS | A 28nm 143.4-322.5TOPS/W INT8 time-domain CIM macro featuring zero-weight skipping and shift-and-add embedded TDC for Deep Neural Network. | Ao Shi, Yiyang Chen, Lianliang Wu, Jiaqi Li, Siyuan Chen, Haobin Shang, Ruiqi Chen, Nan Tang, Kexun Li, Lifeng Liu, Xiaoyan Liu, Jinfeng Kang, Peng Huang |
| 2026 | ISCAS | RRAM-based CAM for Energy-Efficient In-Memory Text Compression System. | Lianliang Wu, Hao Ai, Yiyang Chen, Ao Shi, Siyuan Chen, Haokai Guan, Nan Tang, Yi Xiao, Kexun Li, Kefan Tao, Yulin Feng, Zongwei Wang, Yimao Cai, Peng Huang |
| 2026 | ISIT | Secret Sharing on Random Geometric Graphs. | Chong Wang, Siyuan Chen, Deheng Yuan, Tao Guo, Liquan Chen |
| 2026 | WWW | No Evidence, No Problem: When Less is More for Out of Context Multimodal Misinformation Detection. | Siyuan Chen, Usman Naseem, Mehwish Nasim |
| 2026 | WWW | Not All Candidates are Created Equal: A Heterogeneity-Aware Approach to Pre-ranking in Recommender Systems. | Pengfei Tong, Siyuan Chen, Chenwei Zhang, Bo Wang, Qi Pi, Pixun Li, Zuotao Liu |
| 2025 | AAAI | Practical Offloading for Fine-Tuning LLM on Commodity GPU via Learned Sparse Projectors. | Siyuan Chen, Zhuofeng Wang, Zelong Guan, Yudong Liu, Phillip B. Gibbons |
| 2025 | ACL | Tracking Life's Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis. | Minghao Lv, Siyuan Chen, Haoan Jin, Minghao Yuan, Qianqian Ju, Yujia Peng, Kenny Q. Zhu, Mengyue Wu |
| 2025 | ASRU | LLM-Based Dictation Detection from Doctor-Patient Conversations. | Siyuan Chen, Mojtaba Kadkhodaie Elyaderani, Jing Su, Susanne Burger, Thomas Schaaf |
| 2025 | EMNLP | Weights-Rotated Preference Optimization for Large Language Models. | Chenxu Yang, Ruipeng Jia, Mingyu Zheng, Naibin Gu, Zheng Lin, Siyuan Chen, Weichong Yin, Hua Wu, Weiping Wang |
| 2025 | ICMI | What makes you say yes? An investigation of mental state and personality in persuasion during a dyadic conversation. | Siyuan Chen |
| 2025 | IJCNN | Towards Realistic Generation: A Multi-Task Agent for Imitating Diverse Character Linguistic Styles. | Siyuan Chen, Qingyi Si, Chenxu Yang, Zheng Lin, Yunzhi Liang, Siyang Tao, Zefeng Zhang, Weiping Wang |
| 2025 | IJCNN | Geometry-Guided Behavior Pattern Adaptation for Trajectory Prediction in Unseen Scenes. | Yaqun Cui, Meixiu Long, Jinbiao Chen, Jianpeng Zhou, Siyuan Chen, Jiahai Wang |
| 2025 | IJCNN | Pattern Learning for Trajectory Anomaly Detection: Recent Developments and Emerging Challenges. | Chaoneng Li, Xiaolong Wang, Xiaohu Wang, Siyuan Chen, Ji Ye, Shuxu Zhao |
| 2025 | IJCNN | Generative Reconstruction Model for Trajectory Anomaly Detection and Virtual Traffic Flow Authenticity Evaluation. | Chaoneng Li, Xiaolong Wang, Ze Ye, Ji Ye, Siyuan Chen, Shuxu Zhao |
| 2025 | IROS | AVP Scene Graph: Hierarchical Visual Language Mapping and Navigation for Autonomous Valet Parking. | Xiangru Mu, Fengyi Chen, Runhan Wang, Siyuan Chen, Jiyuan Cai, Jia Cai, Ming Yang, Tong Qin |
| 2025 | PPoPP | An AI-Enhanced 1km-Resolution Seamless Global Weather and Climate Model to Achieve Year-Scale Simulation Speed using 34 Million Cores. | Xiaohui Duan, Yi Zhang, Kai Xu, Haohuan Fu, Bin Yang, Yiming Wang, Yilun Han, Siyuan Chen, Zhuangzhuang Zhou, Chenyu Wang, Dongqiang Huang, Huihai An, Xiting Ju, Haopeng Huang, Zhuang Liu, Wei Xue, Weiguo Liu, Bowen Yan, Jianye Hou, Maoxue Yu, Wenguang Chen, Jian Li, Zhao Jing, Hailong Liu, Lixin Wu |
| 2024 | CHI | EyeEcho: Continuous and Low-power Facial Expression Tracking on Glasses. | Ke Li, Ruidong Zhang, Siyuan Chen, Boao Chen, Mose Sakashita, Franois Guimbretire, Cheng Zhang |
| 2024 | ETRA | A Brief Introduction to ISCET - The International Society for Clinical Eye Tracking. | Rasha Sameer Moustafa, Siyuan Chen, Minoru Nakayama, Frederick Shic, Matt J. Dunn |
| 2024 | ETRA | Introducing ISCET - The International Society for Clinical Eye Tracking. | Rasha Sameer Moustafa, Siyuan Chen, Minoru Nakayama, Frederick Shic, Matt J. Dunn |
| 2024 | FDG | Dungeons, Dragons, and Emotions: A Preliminary Study of Player Sentiment in LLM-driven TTRPGs. | Xiao You, Pittawat Taveekitworachai, Siyuan Chen, Mustafa Can Gursesli, Xiaoxu Li, Yi Xia, Ruck Thawonmas |
| 2024 | GECCO | TextNet: An Neural Architecture Search Method based on Rapid Text Processing Network Structure Analysis. | Siyuan Chen, Wei Fang, Shuwei Zhu |
| 2024 | ICIDS | Don't Do That! Reverse Role Prompting Helps Large Language Models Stay in Personality Traits. | Siyuan Chen, Pittawat Taveekitworachai, Yi Xia, Xiaoxu Li, Mustafa Can Gursesli, Antonio Lanat, Andrea Guazzini, Ruck Thawonmas |
| 2024 | ICPP | FlexSP: (1 + β)-Choice based Flexible Stream Partitioning for Stateful Operators. | Siyuan Chen, Decheng Zuo, Zhan Zhang |
| 2024 | ICRA | Traffic Flow Learning Enhanced Large-Scale Multi-Robot Cooperative Path Planning Under Uncertainties. | Xingyao Han, Siyuan Chen, Xinye Xiong, Qiming Liu, Shunbo Zhou, Heng Zhang, Zhe Liu |
| 2024 | IROS | Cooperative Path Planning for Four-Way Shuttle Vehicles in Storage and Retrieval Systems: A Hierarchically Dynamic Graph-Based Approach. | Xingyao Han, Yuhong Tan, Siyuan Chen, Zhe Liu, Hesheng Wang |
| 2024 | ISPA | Adaptive Neighbor Guided View Reconstruction for Incomplete Multiview Clustering. | Siyuan Chen, Zhuojie Huang, Shuping Zhao, Qintai Hu |
| 2024 | MOBICOM | GazeTrak: Exploring Acoustic-based Eye Tracking on a Glass Frame. | Ke Li, Ruidong Zhang, Boao Chen, Siyuan Chen, Sicheng Yin, Saif Mahmud, Qikang Liang, Franois Guimbretire, Cheng Zhang |
| 2024 | NAACL | Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media. | Siyuan Chen, Meilin Wang, Minghao Lv, Zhiling Zhang, Juqianqian Juqianqian, Dejiyangla Dejiyangla, Yujia Peng, Kenny Q. Zhu, Mengyue Wu |
| 2024 | WSC | Enhancing Digital Twins With Deep Reinforcement Learning: A Use Case in Maintenance Prioritization. | Siyuan Chen, Paulo Victor Lopes, Silvan Marti, Mohan Rajashekarappa, Sunith Bandaru, Christina Windmark, Jon Bokrantz, Anders Skoogh |
| 2024 | WSC | Synthetic Simulated Environment for Discrete Manufacturing Systems: A Demonstrator Through a Computational Modeling Approach. | Silvan Marti, Paulo Victor Lopes, Siyuan Chen, Mohan Rajashekarappa, Elham Rekabi Bana, Amon Gppert, Mlanie Dspeisse, Johan Stahre, Bjrn Johansson |
| 2023 | ACII | Recognizing Conversational State from the Eye Using Wearable Eyewear. | Siyuan Chen, Julien Epps |
| 2023 | DAC | Memory and Computation Coordinated Mapping of DNNs onto Complex Heterogeneous SoC. | Size Zheng, Siyuan Chen, Yun Liang |
| 2023 | EMNLP | Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts. | Siyuan Chen, Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu |
| 2023 | HPCA | Chimera: An Analytical Optimizing Framework for Effective Compute-intensive Operators Fusion. | Size Zheng, Siyuan Chen, Peidi Song, Renze Chen, Xiuhong Li, Shengen Yan, Dahua Lin, Jingwen Leng, Yun Liang |
| 2023 | ICIDS | Analyzing Audience Comments: Improving Interactive Narrative with ChatGPT. | Xiaoxu Li, Xiao You, Siyuan Chen, Pittawat Taveekitworachai, Ruck Thawonmas |
| 2023 | ICIDS | What Is Waiting for Us at the End? Inherent Biases of Game Story Endings in Large Language Models. | Pittawat Taveekitworachai, Febri Abdullah, Mustafa Can Gursesli, Mury F. Dewantoro, Siyuan Chen, Antonio Lanat, Andrea Guazzini, Ruck Thawonmas |
| 2023 | ICIDS | Breaking Bad: Unraveling Influences and Risks of User Inputs to ChatGPT for Game Story Generation. | Pittawat Taveekitworachai, Febri Abdullah, Mustafa Can Gursesli, Mury F. Dewantoro, Siyuan Chen, Antonio Lanat, Andrea Guazzini, Ruck Thawonmas |
| 2023 | ICML | ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines. | Siyuan Chen, Pratik Pramod Fegade, Tianqi Chen, Phillip B. Gibbons, Todd C. Mowry |
| 2023 | ICRA | Conflict-constrained Multi-agent Reinforcement Learning Method for Parking Trajectory Planning. | Siyuan Chen, Meiling Wang, Yi Yang, Wenjie Song |
| 2023 | Interspeech | Investigating the Utility of Synthetic Data for Doctor-Patient Conversation Summarization. | Siyuan Chen, Colin A. Grambow, Mojtaba Kadkhodaie Elyaderani, Alireza Sadeghi, Federico Fancellu, Thomas Schaaf |
| 2023 | MICRO | TileFlow: A Framework for Modeling Fusion Dataflow via Tree-based Analysis. | Size Zheng, Siyuan Chen, Siyuan Gao, Liancheng Jia, Guangyu Sun, Runsheng Wang, Yun Liang |
| 2023 | PAKDD | Multi-Agent Meta-Reinforcement Learning with Coordination and Reward Shaping for Traffic Signal Control. | Xin Du, Jiahai Wang, Siyuan Chen |
| 2023 | WSC | Understanding Stakeholder Requirements for Digital Twins In Manufacturing Maintenance. | Siyuan Chen, Juan Pablo Gonzlez Snchez, Ebru Turanoglu Bekar, Jon Bokrantz, Anders Skoogh, Paulo Victor Lopes |
| 2023 | WSC | Data-Driven Smart Maintenance Decision Analysis: A Drone Factory Demonstrator Combining Digital Twins and Adapted AHP. | Paulo Victor Lopes, Siyuan Chen, Juan Pablo Gonzlez Snchez, Ebru Turanoglu Bekar, Jon Bokrantz, Anders Skoogh |
| 2022 | DASFAA | Graph Neural Networks with Dynamic and Static Representations for Social Recommendation. | Junfa Lin, Siyuan Chen, Jiahai Wang |
| 2022 | EMNLP | Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media. | Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu |
| 2022 | ICPADS | SepJoin: A Distributed Stream Join System with Low Latency and High Throughput. | Qihang Wang, Decheng Zuo, Zhan Zhang, Siyuan Chen, Tianming Liu |
| 2022 | ICPADS | Dynamic Adaptive Checkpoint Mechanism for Streaming Applications Based on Reinforcement Learning. | Zhan Zhang, Tianming Liu, Yanjun Shu, Siyuan Chen, Xian Liu |
| 2022 | IJCAI | Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression. | Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu |
| 2022 | Interspeech | MSDWild: Multi-modal Speaker Diarization Dataset in the Wild. | Tao Liu, Shuai Fan, Xu Xiang, Hongbo Song, Shaoxiong Lin, Jiaqi Sun, Tianyuan Han, Siyuan Chen, Binwei Yao, Sen Liu, Yifei Wu, Yanmin Qian, Kai Yu |
| 2022 | IROS | Towards Specialized Hardware for Learning-based Visual Odometry on the Edge. | Siyuan Chen, Ken Mai |
| 2022 | MMM | Conditional Context-Aware Feature Alignment for Domain Adaptive Detection Transformer. | Siyuan Chen |
| 2021 | AAAI | Neural Relational Inference with Efficient Message Passing Mechanisms. | Siyuan Chen, Jiahai Wang, Guoqing Li |
| 2021 | DASFAA | A Semi-supervised Framework with Efficient Feature Extraction and Network Alignment for User Identity Linkage. | Zehua Hu, Jiahai Wang, Siyuan Chen, Xin Du |
| 2021 | IROS | A Registration-aided Domain Adaptation Network for 3D Point Cloud Based Place Recognition. | Zhijian Qiao, Hanjiang Hu, Weiang Shi, Siyuan Chen, Zhe Liu, Hesheng Wang |
| 2021 | ITC | A BIST-based Dynamic Obfuscation Scheme for Resilience against Removal and Oracle-guided Attacks | Jonti Talukdar, Siyuan Chen, Amitabh Das, Sohrab Aftabjahani, Peilin Song, Krishnendu Chakrabarty |
| 2021 | SMC | What Does The Eye Best Tell? An Investigation of Eye Activity for Emotion, Cognitive load and Task Transition Recognition. | Siyuan Chen, Julien Epps |
| 2021 | SMC | Wearable Fatigue Detection Based on Blink-Saccade Synchronisation. | Colin Lam, Julien Epps, Siyuan Chen |
| 2021 | SMC | An Investigation of Automatic Saccade and Fixation Detection from Wearable Infrared Cameras. | Zishan Wang, Julien Epps, Siyuan Chen |
| 2020 | ECAI | A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage. | Siyuan Chen, Jiahai Wang, Xin Du, Yanqing Hu |
| 2020 | ETS | Detection of Rowhammer Attacks in SoCs with FPGAs. | Rana Elnaggar, Siyuan Chen, Peilin Song, Krishnendu Chakrabarty |
| 2020 | IJCNN | Multimodal Event-based Task Load Estimation from Wearables. | Siyuan Chen, Julien Epps |
| 2020 | Interspeech | Augmenting Turn-Taking Prediction with Wearable Eye Activity During Conversation. | Hang Li, Siyuan Chen, Julien Epps |
| 2020 | ITC | BISTLock: Efficient IP Piracy Protection using BIST. | Siyuan Chen, Jinwook Jung, Peilin Song, Krishnendu Chakrabarty, Gi-Joon Nam |
| 2019 | ACII | Wearable Facial Action Unit Classification from Near-field Infrared Eye Images using Deformable Models. | Hang Li, Siyuan Chen, Julien Epps |
| 2018 | IJCNN | A Deep Neural Network Model for Target-based Sentiment Analysis. | Siyuan Chen, Chao Peng, Linsen Cai, Lanying Guo |
| 2018 | IPCCC | Reversible Programming Techniques for Shortest-Path Algorithms. | Lanying Guo, Chao Peng, Siyuan Chen, Cheng He |
| 2018 | IECON | Control of Grid-Tied Inverter with L Filter in Weak Grid Considering Grid Impedance and Harmonics. | Hao Tu, Bei Xu, Siyuan Chen, Xinyu Liang, Yuhua Du, Srdjan M. Lukic |
| 2017 | Interspeech | An Investigation of Crowd Speech for Room Occupancy Estimation. | Siyuan Chen, Julien Epps, Eliathamby Ambikairajah, Phu Ngoc Le |
| 2016 | AVSS | Exploring depth information for head detection with depth images. | Siyuan Chen, Franois Brmond, Hung Nguyen, Hugues Thomas |
| 2016 | CIS | An Efficient Ring Signature Scheme Based on Syndrome Decoding Problem. | Siyuan Chen, Peng Zeng, Kim-Kwang Raymond Choo, Qin Wang |
| 2016 | ICPADS | A Provably Secure Blind Signature Based on Coding Theory. | Siyuan Chen, Peng Zeng, Kim-Kwang Raymond Choo |
| 2013 | IUI | Automatic and continuous user task analysis via eye activity. | Siyuan Chen, Julien Epps, Fang Chen |
| 2013 | MASS | Efficient Topology Design in Time-Evolving and Energy-Harvesting Wireless Sensor Networks. | Fan Li, Siyuan Chen, Shaojie Tang, Xiao He, Yu Wang |
| 2013 | WCNC | Traffic load distribution of circular sailing routing in dense wireless networks. | Fan Li, Xiao He, Siyuan Chen, Libo Jiang, Dongliang Wang, Yu Wang |
| 2012 | GLOBECOM | Topology design in time-evolving delay-tolerant networks with unreliable links. | Minsu Huang, Siyuan Chen, Fan Li, Yu Wang |
| 2012 | ICPR | Structured document classification by matching local salient features. | Siyuan Chen, Yuan He, Jun Sun, Satoshi Naoi |
| 2011 | CHI | Pupillary response based cognitive workload index under luminance and emotional changes. | Jie Xu, Yang Wang, Fang Chen, Ho Choi, Guanzhong Li, Siyuan Chen, M. Sazzad Hussain |
| 2011 | INFOCOM | Cooperative energy spanners: Energy-efficient topology control in cooperative ad hoc networks. | Ying Zhu, Minsu Huang, Siyuan Chen, Yu Wang |
| 2011 | IUI | Eye activity as a measure of human mental effort in HCI. | Siyuan Chen, Julien Epps, Natalie Ruiz, Fang Chen |
| 2011 | MASS | Topology Control for Time-Evolving and Predictable Delay-Tolerant Networks. | Minsu Huang, Siyuan Chen, Ying Zhu, Bin Xu, Yu Wang |
| 2011 | OZCHI | A comparison of four methods for cognitive load measurement. | Siyuan Chen, Julien Epps, Fang Chen |
| 2011 | SAC | Pixel accurate document image content extraction. | Siyuan Chen, Henry S. Baird |
| 2010 | GLOBECOM | Cost-Efficient Topology Design Problem in Time-Evolving Delay-Tolerant Networks. | Minsu Huang, Siyuan Chen, Ying Zhu, Yu Wang |
| 2010 | INFOCOM | Capacity of Data Collection in Arbitrary Wireless Sensor Networks. | Siyuan Chen, Shaojie Tang, Minsu Huang, Yu Wang |
| 2010 | SECON | Minimum Cost Localization Problem in Wireless Sensor Networks. | Minsu Huang, Siyuan Chen, Yu Wang |
| 2009 | GLOBECOM | Data Collection Capacity of Random-Deployed Wireless Sensor Networks. | Siyuan Chen, Yu Wang, Xiang-Yang Li, Xinghua Shi |
| 2009 | SECON | Order-Optimal Data Collection in Wireless Sensor Networks: Delay and Capacity. | Siyuan Chen, Yu Wang, Xiang-Yang Li, Xinghua Shi |
| 2007 | ICDAR | Simultaneous Layout Style and Logical Entity Recognition in a Heterogeneous Collection of Documents. | Siyuan Chen, Song Mao, George R. Thoma |
| 2006 | ICPR | A New Off-line Signature Verification Method based on Graph. | Siyuan Chen, Sargur N. Srihari |
| 2005 | ICDAR | Use of Exterior Contours and Shape Features in Off-line Signature Verification. | Siyuan Chen, Sargur N. Srihari |