| 2026 | COMPSAC | Measuring the Reasoning Boundaries of Large Language Models for Implicit Security Invariants in Code: A Controlled Empirical Study. | Ruofei Wang, Honglin Zhuang, Huayang Cao, Siqi Chen |
| 2025 | AAAI | pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning. | Jiahao Lai, Jiaqi Li, Jian Xu, Yanru Wu, Boshi Tang, Siqi Chen, Yongfeng Huang, Wenbo Ding, Yang Li |
| 2025 | MICCAI | Hierarchical Part-Based Generative Model for Realistic 3D Blood Vessel. | Siqi Chen, Guoqing Zhang, Jiahao Lai, Bingzhi Shen, Sihong Zhang, Caixia Dong, Xuejin Chen, Yang Li |
| 2025 | RECOMB | Synthetic Control Removes Spurious Discoveries from Double Dipping in Single-Cell and Spatial Transcriptomics Data Analyses. | Dongyuan Song, Siqi Chen, Christy Lee, Kexin Li, Xinzhou Ge, Jingyi Jessica Li |
| 2025 | SMC | Disassembly and Assembly Line Balancing Problem with Robot Movement Space Constraints Solved Using the Improved Parallel A2C Algorithm. | Wenjing Zeng, Xiwang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Bin Hu, Siqi Chen, Jun Wang |
| 2025 | SMC | Solving the Circular Disassembly Line Balancing Problem in Shifts Considering Human Learning Effect Based on IMPALA Algorithm. | Haitao Zhang, Xiwang Guo, Jiacun Wang, Shujin Qin, Bin Hu, Liang Qi, Siqi Chen, Jun Wang |
| 2024 | IJCAI | Causality-enhanced Discreted Physics-informed Neural Networks for Predicting Evolutionary Equations. | Ye Li, Siqi Chen, Bin Shan, Sheng-Jun Huang |
| 2024 | RECOMB | Inferring Allele-Specific Copy Number Aberrations and Tumor Phylogeography from Spatially Resolved Transcriptomics. | Cong Ma, Metin Balaban, Jingxian Liu, Siqi Chen, Li Ding, Benjamin J. Raphael |
| 2024 | WSC | SIMDIFF: Modeling and Generation of Stochastic Discrete-Event Simulation Inputs via Denoising Probabilistic Diffusion Process. | Fengwei Jia, Hongli Zhu, Fengyuan Jia, Xinyue Ren, Hongming Tan, Siqi Chen, Wai Kin Victor Chan |
| 2023 | CVPR | NTIRE 2023 Video Colorization Challenge. | Xiaoyang Kang, Xianhui Lin, Kai Zhang, Zheng Hui, Wangmeng Xiang, Jun-Yan He, Xiaoming Li, Peiran Ren, Xuansong Xie, Radu Timofte, Yixin Yang, Jinshan Pan, Zhong Zheng, Peng Qiyan, Jiangxin Zhang, Jinhui Dong, Jinjing Tan, Chi-Chen Lin, Lin Qipei Li, Qirong Liang, Ruipeng Gang, Xiaofeng Liu, Shuang Feng, Shuai Liu, Hao Wang, Chaoyu Feng, Furui Bai, Yuqian Zhang, Guangqi Shao, Xiaotao Wang, Lei Lei, Siqi Chen, Yu Zhang, Hanning Xu, Zheyuan Liu, Zhao Zhang, Yan Luo, Zhichao Zuo |
| 2023 | CVPR | Temporal Consistent Automatic Video Colorization via Semantic Correspondence. | Yu Zhang, Siqi Chen, Mingdao Wang, Xianlin Zhang, Chuang Zhu, Yue Zhang, Xueming Li |
| 2023 | ICLR | Video Scene Graph Generation from Single-Frame Weak Supervision. | Siqi Chen, Jun Xiao, Long Chen |
| 2023 | PAKDD | Transfer Reinforcement Learning Based Negotiating Agent Framework. | Siqi Chen, Tianpei Yang, Heng You, Jianing Zhao, Jianye Hao, Gerhard Weiss |
| 2023 | WSC | Estimating Spline-Based Nonhomogeneous Poisson Intensities Using Constrained Quadratic Programming. | Siqi Chen, Jing Yang Sunny Xi, Wai Kin Victor Chan |
| 2023 | UAI | An effective negotiating agent framework based on deep offline reinforcement learning. | Siqi Chen, Jianing Zhao, Gerhard Weiss, Ran Su, Kaiyou Lei |
| 2022 | INFOCOM | MoDEMS: Optimizing Edge Computing Migrations for User Mobility. | Taejin Kim, Sandesh Dhawaskar Sathyanarayana, Siqi Chen, Youngbin Im, Xiaoxi Zhang, Sangtae Ha, Carlee Joe-Wong |
| 2022 | IPEC | Research on Informatization Management of Ward Based on Hadoop Platform. | Siqi Chen |
| 2022 | UIC | An Intelligent Chatbot for Negotiation Dialogues. | Siqi Chen, Qisong Sun, Ran Su |
| 2021 | ICTAI | A deep reinforcement learning-based agent for negotiation with multiple communication channels. | Xiaoyang Gao, Siqi Chen, Yan Zheng, Jianye Hao |
| 2021 | IWQoS | MoDEMS: Optimizing Edge Computing Migrations For User Mobility. | Taejin Kim, Siqi Chen, Youngbin Im, Xiaoxi Zhang, Sangtae Ha, Carlee Joe-Wong |
| 2021 | PRICAI | Detecting and Learning Against Unknown Opponents for Automated Negotiations. | Leling Wu, Siqi Chen, Xiaoyang Gao, Yan Zheng, Jianye Hao |
| 2019 | DCC | Multi-view Multi-modality Priors Residual Network of Depth Video Enhancement for Bandwidth Limited Asymmetric Coding Framework. | Siqi Chen, Qiong Liu, You Yang |
| 2019 | GLOBECOM | Privacy-Preserving Graph Encryption for Approximate Constrained Shortest Distance Queries. | Meng Shen, Siqi Chen, Liehuang Zhu, Renyi Xiao, Ke Xu, Xiaojiang Du |
| 2019 | GLOBECOM | Machine Learning Classification on Traffic of Secondary Encryption. | Meng Shen, Jinpeng Zhang, Siqi Chen, Yiting Liu, Liehuang Zhu |
| 2019 | ICNC | A Novel Ant Colony Optimization Algorithm with Dynamic Control Population for Community Detecting. | Jianjun Chen, Shupeng Gao, Zhen Su, Siqi Chen, Xianghua Li |
| 2019 | ICNP | Towards Automated Network Management: Learning the Optimal Protocol Selection. | Xiaoxi Zhang, Siqi Chen, Youngbin Im, Maria Gorlatova, Sangtae Ha, Carlee Joe-Wong |
| 2019 | ISKE | Collaborative Filtering Recommendation Algorithm Based on Linguistic Concept Lattice with Fuzzy Object. | Kuo Pang, Ning Kang, Siqi Chen, Hongliang Zheng, Li Zou |
| 2019 | KSEM | A New Multi-objective Evolution Model for Community Detection in Multi-layer Networks. | Xuejiao Chen, Xianghua Li, Yue Deng, Siqi Chen, Chao Gao |
| 2016 | ECAI | Socially-Aware Multiagent Learning: Towards Socially Optimal Outcomes. | Xiaohong Li, Chengwei Zhang, Jianye Hao, Karl Tuyls, Siqi Chen, Zhiyong Feng |
| 2016 | KI | Solving Negotiation Problems Against Unknown Opponents with Wisdom of Crowds. | Siqi Chen, Gerhard Weiss, Shuang Zhou |
| 2015 | ACML | Largest Source Subset Selection for Instance Transfer. | Shuang Zhou, Gijs Schoenmakers, Evgueni N. Smirnov, Ralf Peeters, Kurt Driessens, Siqi Chen |
| 2015 | ICTAI | Toward Efficient Agreements in Real-Time Multilateral Agent-Based Negotiations. | Siqi Chen, Jianye Hao, Gerhard Weiss, Shuang Zhou, Zili Zhang |
| 2014 | ECAI | Spatial evolutionary game-theoretic perspective on agent-based complex negotiations. | Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung |
| 2014 | KI | Evaluating Practical Automated Negotiation Based on Spatial Evolutionary Game Theory. | Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung |
| 2013 | IJCAI | Conditional Restricted Boltzmann Machines for Negotiations in Highly Competitive and Complex Domains. | Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss |
| 2012 | ECAI | An Efficient and Adaptive Approach to Negotiation in Complex Environments. | Siqi Chen, Gerhard Weiss |
| 2010 | ECCV | Converting Level Set Gradients to Shape Gradients. | Siqi Chen, Guillaume Charpiat, Richard J. Radke |
| 2009 | ICCV | Level set segmentation with both shape and intensity priors. | Siqi Chen, Richard J. Radke |