| 2026 | ACL | FACTS: Table Summarization via Offline Template Generation with Agentic Workflows. | Ye Yuan, Mohammad Amin Shabani, Siqi Liu |
| 2026 | WWW | LEDA: Latent Semantic Distribution Alignment for Multi-domain Graph Pre-training. | Lianze Shan, Jitao Zhao, Dongxiao He, Siqi Liu, Jiaxu Cui, Weixiong Zhang |
| 2025 | AAAI | Integrating Co-Training with Edge Discrimination to Enhance Graph Neural Networks Under Heterophily. | Siqi Liu, Dongxiao He, Zhizhi Yu, Di Jin, Zhiyong Feng, Weixiong Zhang |
| 2025 | ICASSP | Dynamic Frequency-Adaptive Knowledge Distillation for Speech Enhancement. | Xihao Yuan, Siqi Liu, Hanting Chen, Lu Zhou, Jian Li, Jie Hu |
| 2025 | ICLR | Re-evaluating Open-ended Evaluation of Large Language Models. | Siqi Liu, Ian Gemp, Luke Marris, Georgios Piliouras, Nicolas Heess, Marc Lanctot |
| 2025 | ICML | Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning. | Ian Gemp, Andreas Alexander Haupt, Luke Marris, Siqi Liu, Georgios Piliouras |
| 2025 | ICML | From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models. | Xinyang Li, Siqi Liu, Bochao Zou, Jiansheng Chen, Huimin Ma |
| 2025 | Interspeech | SaD: A Scenario-Aware Discriminator for Speech Enhancement. | Xihao Yuan, Siqi Liu, Yan Chen, Hang Zhou, Chang Liu, Hanting Chen, Jie Hu |
| 2025 | MICCAI | Pattern-Anchored Adaptive Prototype Learning for Gastroscopic Lesion Detection and Beyond. | Xuanye Zhang, Xiaoqing Hu, Guanbin Li, Siqi Liu, Xiang Wan, Yuanhuan Xiong |
| 2024 | AAAI | Primitive-Based 3D Human-Object Interaction Modelling and Programming. | Siqi Liu, Yong-Lu Li, Zhou Fang, Xinpeng Liu, Yang You, Cewu Lu |
| 2024 | AAAI | Build Your Own Robot Friend: An Open-Source Learning Module for Accessible and Engaging AI Education. | Zhonghao Shi, Amy O'Connell, Zongjian Li, Siqi Liu, Jennifer Ayissi, Guy Hoffman, Mohammad Soleymani, Maja J. Mataric |
| 2024 | CVPR | XFibrosis: Explicit Vessel-Fiber Modeling for Fibrosis Staging from Liver Pathology Images. | Chong Yin, Siqi Liu, Fei Lyu, Jiahao Lu, Sune Darkner, Vincent Wai-Sun Wong, Pong C. Yuen |
| 2024 | CVPR | Prompting Vision Foundation Models for Pathology Image Analysis. | Chong Yin, Siqi Liu, Kaiyang Zhou, Vincent Wai-Sun Wong, Pong C. Yuen |
| 2024 | ECCV | Bottom-Up Domain Prompt Tuning for Generalized Face Anti-spoofing. | Siqi Liu, Qirui Wang, Pong C. Yuen |
| 2024 | ECCV | Upper-Body Hierarchical Graph for Skeleton Based Emotion Recognition in Assistive Driving. | Jiehui Wu, Jiansheng Chen, Qifeng Luo, Siqi Liu, Youze Xue, Huimin Ma |
| 2024 | ICASSP | A Facial Expression Transfer Method Based on 3DMM and Diffusion Models. | Yongjian Zhao, Xinyan Cao, Siqi Liu, Jinming Che, Wei Ren, Jian Cao, Jinlong Lin |
| 2024 | ICLR | NfgTransformer: Equivariant Representation Learning for Normal-form Games. | Siqi Liu, Luke Marris, Georgios Piliouras, Ian Gemp, Nicolas Heess |
| 2024 | IGARSS | A Bio-Inspired Hierarchical Understanding Framework for Satellite Videos Leveraging Low-Rank Representation and Large Language Model. | Xuhui Zhao, Zhenghao Liao, Yue Huang, Siqi Liu, Zhi Gao |
| 2023 | CSCWD | MIA-FedDL: A Membership Inference Attack against Federated Distillation Learning. | Siqi Liu, Fang Dong |
| 2023 | CVPR | Dual-bridging with Adversarial Noise Generation for Domain Adaptive rPPG Estimation. | Jingda Du, Siqi Liu, Bochao Zhang, Pong C. Yuen |
| 2023 | EMNLP | EDIS: Entity-Driven Image Search over Multimodal Web Content. | Siqi Liu, Weixi Feng, Tsu-Jui Fu, Wenhu Chen, William Wang |
| 2023 | HRI | Evaluating and Personalizing User-Perceived Quality of Text-to-Speech Voices for Delivering Mindfulness Meditation with Different Physical Embodiments. | Zhonghao Shi, Han Chen, Anna-Maria Velentza, Siqi Liu, Nathaniel Dennler, Allison O'Connell, Maja J. Mataric |
| 2023 | ICCV | Beyond Object Recognition: A New Benchmark towards Object Concept Learning. | Yonglu Li, Yue Xu, Xinyu Xu, Xiaohan Mao, Yuan Yao, Siqi Liu, Cewu Lu |
| 2023 | IJCNN | Demystifying Complex Treatment Recommendations: A Hierarchical Cooperative Multi-Agent RL Approach. | Dilruk Perera, Siqi Liu, Mengling Feng |
| 2023 | MICCAI | Automatic Bleeding Risk Rating System of Gastric Varices. | Yicheng Jiang, Luyue Shi, Wei Qi, Lei Chen, Guanbin Li, Xiaoguang Han, Xiang Wan, Siqi Liu |
| 2023 | MICCAI | Diffusion-Based Data Augmentation for Nuclei Image Segmentation. | Xinyi Yu, Guanbin Li, Wei Lou, Siqi Liu, Xiang Wan, Yan Chen, Haofeng Li |
| 2023 | MICCAI | Self- and Semi-supervised Learning for Gastroscopic Lesion Detection. | Xuanye Zhang, Kaige Yin, Siqi Liu, Zhijie Feng, Xiaoguang Han, Guanbin Li, Xiang Wan |
| 2023 | STOC | Local and Global Expansion in Random Geometric Graphs. | Siqi Liu, Sidhanth Mohanty, Tselil Schramm, Elizabeth Yang |
| 2022 | EuroCrypt | Zero-Knowledge IOPs with Linear-Time Prover and Polylogarithmic-Time Verifier. | Jonathan Bootle, Alessandro Chiesa, Siqi Liu |
| 2022 | GLOBECOM | HIENet: A Hardware Impairment Estimation Network for OFDM Systems. | Siqi Liu, Tianyu Wang, Shaowei Wang |
| 2022 | ICASSP | Boundary-Aware Bias Loss for Transformer-Based Aerial Image Segmentation Model. | Yan Zhang, Xue Jiang, Siqi Liu, Bo Hu, Xinbo Gao |
| 2022 | ICLR | NeuPL: Neural Population Learning. | Siqi Liu, Luke Marris, Daniel Hennes, Josh Merel, Nicolas Heess, Thore Graepel |
| 2022 | ICML | Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in Symmetric Zero-sum Games. | Siqi Liu, Marc Lanctot, Luke Marris, Nicolas Heess |
| 2022 | IJCAI | Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images. | Chong Yin, Siqi Liu, Vincent Wai-Sun Wong, Pong C. Yuen |
| 2022 | STOC | Hypercontractivity on high dimensional expanders. | Tom Gur, Noam Lifshitz, Siqi Liu |
| 2022 | STOC | Testing thresholds for high-dimensional sparse random geometric graphs. | Siqi Liu, Sidhanth Mohanty, Tselil Schramm, Elizabeth Yang |
| 2021 | CoNEXT | Designing Hydra with Centralized versus Decentralized Control: A Comparative Study. | Siqi Liu, Varun Patil, Tianyuan Yu, Alexander Afanasyev, Frank Alex Feltus, Susmit Shannigrahi, Lixia Zhang |
| 2021 | FOCS | On statistical inference when fixed points of belief propagation are unstable. | Siqi Liu, Sidhanth Mohanty, Prasad Raghavendra |
| 2021 | ICML | Event Outlier Detection in Continuous Time. | Siqi Liu, Milos Hauskrecht |
| 2021 | ISCC | FA-net: Attention-based Fusion Network For Malware HTTPs Traffic Classification. | Siqi Liu, Yanni Han, Yanjie Hu, Qian Tan |
| 2021 | KSEM | Image Super-Resolution Based on Residual Block Dense Connection. | Juan Chen, Ang Gao, Siqi Liu, Haiyang Jia, Yifan Shao, Wenxin Tang |
| 2021 | MICCAI | Voxel-Wise Cross-Volume Representation Learning for 3D Neuron Reconstruction. | Heng Wang, Chaoyi Zhang, Jianhui Yu, Yang Song, Siqi Liu, Wojciech Chrzanowski, Weidong Cai |
| 2021 | MICCAI | Focusing on Clinically Interpretable Features: Selective Attention Regularization for Liver Biopsy Image Classification. | Chong Yin, Siqi Liu, Rui Shao, Pong C. Yuen |
| 2020 | AAAI | DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series. | Qingxiong Tan, Mang Ye, Baoyao Yang, Siqi Liu, Andy Jinhua Ma, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong Chi Yuen |
| 2020 | ICLR | A Generalized Training Approach for Multiagent Learning. | Paul Muller, Shayegan Omidshafiei, Mark Rowland, Karl Tuyls, Julien Prolat, Siqi Liu, Daniel Hennes, Luke Marris, Marc Lanctot, Edward Hughes, Zhe Wang, Guy Lever, Nicolas Heess, Thore Graepel, Rmi Munos |
| 2020 | ICLR | V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control. | H. Francis Song, Abbas Abdolmaleki, Jost Tobias Springenberg, Aidan Clark, Hubert Soyer, Jack W. Rae, Seb Noury, Arun Ahuja, Siqi Liu, Dhruva Tirumala, Nicolas Heess, Dan Belov, Martin A. Riedmiller, Matthew M. Botvinick |
| 2020 | SIGMOD | MLOS: An Infrastructure for Automated Software Performance Engineering. | Carlo Curino, Neha Godwal, Brian Kroth, Sergiy Kuryata, Greg Lapinski, Siqi Liu, Slava Oks, Olga Poppe, Adam Smiechowski, Ed Thayer, Markus Weimer, Yiwen Zhu |
| 2019 | CLOUD | Griffon: Reasoning about Job Anomalies with Unlabeled Data in Cloud-based Platforms. | Liqun Shao, Yiwen Zhu, Siqi Liu, Abhiram Eswaran, Kristin Lieber, Janhavi Suresh Mahajan, Minsoo Thigpen, Sudhir Darbha, Subru Krishnan, Soundar Srinivasan, Carlo Curino, Konstantinos Karanasos |
| 2019 | CVPR | Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing. | Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Heng Huang, Mei Chen, Hanchuan Peng, Weidong Cai |
| 2019 | ICLR | Emergent Coordination Through Competition. | Siqi Liu, Guy Lever, Josh Merel, Saran Tunyasuvunakool, Nicolas Heess, Thore Graepel |
| 2019 | ICLR | Hierarchical Visuomotor Control of Humanoids. | Josh Merel, Arun Ahuja, Vu Pham, Saran Tunyasuvunakool, Siqi Liu, Dhruva Tirumala, Nicolas Heess, Greg Wayne |
| 2019 | SAGT | Risk Robust Mechanism Design for a Prospect Theoretic Buyer. | Siqi Liu, J. Benjamin Miller, Alexandros Psomas |
| 2018 | CIARP | Learning to Recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. | Sebastian Gndel, Sasa Grbic, Bogdan Georgescu, Siqi Liu, Andreas Maier, Dorin Comaniciu |
| 2018 | DICTA | Memory and Time Efficient 3D Neuron Morphology Tracing in Large-Scale Images. | Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Rong Gao, Hanchuan Peng, Weidong Cai |
| 2018 | ICIP | Densely Connected Large Kernel Convolutional Network for Semantic Membrane Segmentation in Microscopy Images. | Dongnan Liu, Donghao Zhang, Siqi Liu, Yang Song, Haozhe Jia, Dagan Feng, Yong Xia, Weidong Cai |
| 2018 | MICCAI | 3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes. | Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Olivier Pauly, Sasa Grbic, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Weidong Cai, Dorin Comaniciu |
| 2018 | MICCAI | Panoptic Segmentation with an End-to-End Cell R-CNN for Pathology Image Analysis. | Donghao Zhang, Yang Song, Dongnan Liu, Haozhe Jia, Siqi Liu, Yong Xia, Heng Huang, Weidong Cai |
| 2018 | SODA | On the Competition Complexity of Dynamic Mechanism Design. | Siqi Liu, Christos-Alexandros Psomas |
| 2017 | AIME | Change-Point Detection Method for Clinical Decision Support System Rule Monitoring. | Siqi Liu, Adam Wright, Milos Hauskrecht |
| 2017 | FlAIRS | Online Conditional Outlier Detection in Nonstationary Time Series. | Siqi Liu, Adam Wright, Milos Hauskrecht |
| 2017 | ICCV | Improved Image Captioning via Policy Gradient optimization of SPIDEr. | Siqi Liu, Zhenhai Zhu, Ning Ye, Sergio Guadarrama, Kevin Murphy |
| 2017 | MICCAI | Triple-Crossing 2.5D Convolutional Neural Network for Detecting Neuronal Arbours in 3D Microscopic Images. | Siqi Liu, Donghao Zhang, Yang Song, Hanchuan Peng, Weidong Cai |
| 2017 | QRS | Towards Effective and Scalable Testing for Complex High-Speed Railway Signal Software. | Chunfeng Hu, Jin Guo, Nan Li, Yao Li, Chang Rao, Siqi Liu |
| 2016 | APWEB | Graph Summarization Based on Attribute-Connected Network. | Siqi Liu, Qinpei Zhao, Jiangfeng Li, Weixiong Rao |
| 2016 | CVPR | A 3D Mask Face Anti-Spoofing Database with Real World Variations. | Siqi Liu, Baoyao Yang, Pong C. Yuen, Guoying Zhao |
| 2016 | ECCV | 3D Mask Face Anti-spoofing with Remote Photoplethysmography. | Siqi Liu, Pong C. Yuen, Shengping Zhang, Guoying Zhao |
| 2016 | GLOBECOM | On-Demand and Reliable vSD-EON Provisioning with Correlated Data and Control Plane Embedding. | Jie Yin, Heqing Yin, Siqi Liu, Zhi Zhou, Xiaoliang Chen, Zuqing Zhu |
| 2016 | PIMRC | A channel estimation error adapted uplink scheduling algorithm in coordinated MIMO systems. | Siqi Liu, Jianyuan Cui, Jin Xu, Xiaofeng Tao |
| 2016 | WACV | Adapting attributes by selecting features similar across domains. | Siqi Liu, Adriana Kovashka |
| 2015 | ECIR | Content-Based Retrieval of Brain Diffusion Magnetic Resonance Image. | Siqi Liu, Nur Hadi, Sidong Liu, Sonia Pujol, Ron Kikinis, Fan Zhang, Dagan Feng, Weidong Cai |
| 2015 | ICIP | Subject-centered multi-view feature fusion for neuroimaging retrieval and classification. | Sidong Liu, Tom Weidong Cai, Siqi Liu, Sonia Pujol, Ron Kikinis, David Dagan Feng |
| 2015 | ICNC | Conversion and verification of recursive structure in PI-calculus with compositional petri-NET. | Hui Kang, Siqi Liu, Feng Qiu |
| 2015 | MICCAI | Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation. | Fan Zhang, Yang Song, Siqi Liu, Paul M. Young, Daniela Traini, Lucy Morgan, Hui-Xin Ong, Lachlan Buddle, Sidong Liu, David Dagan Feng, Tom Weidong Cai |
| 2014 | CHI | FOCUS: enhancing children's engagement in reading by using contextual BCI training sessions. | Jin Huang, Chun Yu, Yuntao Wang, Yuhang Zhao, Siqi Liu, Chou Mo, Jie Liu, Lie Zhang, Yuanchun Shi |
| 2014 | ICARCV | Propagation graph fusion for multi-modal medical content-based retrieval. | Sidong Liu, Siqi Liu, Sonia Pujol, Ron Kikinis, Dagan Feng, Weidong Cai |
| 2014 | TEI | QOOK: enhancing information revisitation for active reading with a paper book. | Yuhang Zhao, Yongqiang Qin, Yang Liu, Siqi Liu, Taoshuai Zhang, Yuanchun Shi |
| 2013 | UIST | QOOK: a new physical-virtual coupling experience for active reading. | Yuhang Zhao, Yongqiang Qin, Yang Liu, Siqi Liu, Yuanchun Shi |
| 2011 | DEXA | Boosting Twig Joins in Probabilistic XML. | Siqi Liu, Guoren Wang |