| 2026 | AAAI | Structure-based RNA Design by Step-wise Optimization of Latent Diffusion Model. | Qi Si, Xuyang Liu, Penglei Wang, Xin Guo, Yuan Qi, Yuan Cheng |
| 2026 | AAAI | PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography. | Yichi Zhang, Wenbo Zhang, Zehui Ling, Gang Feng, Sisi Peng, Deshu Chen, Yuchen Liu, Hongwei Zhang, Shuqi Wang, Lanlan Li, Limei Han, Yuan Cheng, Zixin Hu, Yuan Qi, Le Xue |
| 2026 | AAAI | Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning. | Xuan Zhang, Zhijian Zhou, Weidi Xu, Yanting Miao, Chao Qu, Yuan Qi |
| 2026 | ACL | ChemAmp: Amplified Chemistry Tools via Composable Agents. | Zhucong Li, Powei Chang, Jin Xiao, Zhijian Zhou, Qianyu He, Jiaqing Liang, Fenglei Cao, Yinghui Xu, Yuan Qi |
| 2026 | ACL | Infinity-Parser: Layout-Aware Reinforcement Learning with High-quality Document Parsing Dataset. | Baode Wang, Biao Wu, Weizhen Li, Meng Fang, Zuming Huang, Jun Huang, Yanjie Liang, Haozhe Wang, Ling Chen, Wei Chu, Yuan Qi |
| 2026 | ACL | Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning. | Shuyao Xu, Cheng Peng, Jiangxuan Long, Weidi Xu, Wei Chu, Yuan Qi |
| 2025 | AAAI | 4D Diffusion for Dynamic Protein Structure Prediction with Reference and Motion Guidance. | Kaihui Cheng, Ce Liu, Qingkun Su, Jun Wang, Liwei Zhang, Yining Tang, Yao Yao, Siyu Zhu, Yuan Qi |
| 2025 | ACL | OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models. | Siming Huang, Tianhao Cheng, Jason Klein Liu, Weidi Xu, Jiaran Hao, Liuyihan Song, Yang Xu, Jian Yang, Jiaheng Liu, Chenchen Zhang, Linzheng Chai, Ruifeng Yuan, Xianzhen Luo, Qiufeng Wang, YuanTao Fan, Qingfu Zhu, Zhaoxiang Zhang, Yang Gao, Jie Fu, Qian Liu, Houyi Li, Ge Zhang, Yuan Qi, Yinghui Xu, Wei Chu, Zili Wang |
| 2025 | ACL | CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference. | Jinglong Luo, Guanzhong Chen, Yehong Zhang, Shiyu Liu, Hui Wang, Yue Yu, Xun Zhou, Yuan Qi, Zenglin Xu |
| 2025 | ICASSP | An Attentive Dual-Encoder Framework Leveraging Multimodal Visual and Semantic Information for Automatic OSAHS Diagnosis. | Yingchen Wei, Xihe Qiu, Xiaoyu Tan, Jingjing Huang, Wei Chu, Yinghui Xu, Yuan Qi |
| 2025 | ICCV | Structure-Aware Semantic Discrepancy and Consistency for 3D Medical Image Self-Supervised Learning. | Tan Pan, Zhaorui Tan, Kaiyu Guo, Dongli Xu, Weidi Xu, Chen Jiang, Xin Guo, Yuan Qi, Yuan Cheng |
| 2025 | ICCV | Towards a Universal 3D Medical Multi-Modality Generalization via Learning Personalized Invariant Representation. | Zhaorui Tan, Xi Yang, Tan Pan, Tianyi Liu, Chen Jiang, Xin Guo, Qiufeng Wang, Anh Nguyen, Yuan Qi, Kaizhu Huang, Yuan Cheng |
| 2025 | ICCV | Enhancing the Reliability of Auto-Prompting SAM for Medical Image Segmentation with Uncertainty Estimation and Rectification. | Yichi Zhang, Shiyao Hu, Le Xue, Sijie Ren, Zixin Hu, Yuan Cheng, Yuan Qi |
| 2025 | ICCV | SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images. | Yichi Zhang, Le Xue, Wenbo Zhang, Lanlan Li, Yuchen Liu, Chen Jiang, Yuan Cheng, Yuan Qi |
| 2025 | ICLR | Equivariant Masked Position Prediction for Efficient Molecular Representation. | Junyi An, Chao Qu, Yunfei Shi, Xinhao Liu, Qianwei Tang, Fenglei Cao, Yuan Qi |
| 2025 | ICML | Efficient Network Automatic Relevance Determination. | Hongwei Zhang, Ziqi Ye, Xinyuan Wang, Xin Guo, Zenglin Xu, Yuan Cheng, Zixin Hu, Yuan Qi |
| 2025 | IJCAI | Tensor Network: from the Perspective of AI4Science and Science4AI. | Junchi Yan, Yehui Tang, Xinyu Ye, Hao Xiong, Xiaoqiu Zhong, Yuhan Wang, Yuan Qi |
| 2025 | KDD | Struct-X: Enhancing the Reasoning Capabilities of Large Language Models in Structured Data Scenarios. | Xiaoyu Tan, Haoyu Wang, Xihe Qiu, Leijun Cheng, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2025 | MICCAI | Prolog-Driven Rule-Based Diagnostics with Large Language Models for Precise Clinical Decision Support. | Xiaoyu Tan, Bin Li, Weidi Xu, Chao Qu, Wei Chu, Yinghui Xu, Yuan Qi, Xihe Qiu |
| 2025 | WWW | Meta-Agent-Workflow: Streamlining Tool Usage in LLMs through Workflow Construction, Retrieval, and Refinement. | Xiaoyu Tan, Bin Li, Xihe Qiu, Chao Qu, Wei Chu, Yinghui Xu, Yuan Qi |
| 2024 | EMNLP | ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average. | Shaojie Shi, Xiaoyu Tan, Xihe Qiu, Chao Qu, Kexin Nie, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2024 | ICLR | Hybrid Directional Graph Neural Network for Molecules. | Junyi An, Chao Qu, Zhipeng Zhou, Fenglei Cao, Yinghui Xu, Yuan Qi, Furao Shen |
| 2024 | ICML | Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs. | Langzhang Liang, Sunwoo Kim, Kijung Shin, Zenglin Xu, Shirui Pan, Yuan Qi |
| 2024 | KDD | Enhancing Personalized Headline Generation via Offline Goal-conditioned Reinforcement Learning with Large Language Models. | Xiaoyu Tan, Leijun Cheng, Xihe Qiu, Shaojie Shi, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2024 | MICCAI | Exploring CNN and Transformer Architectures for Multi-class Bi-Atrial Segmentation from Late Gadolinium-Enhanced MRI. | Yichi Zhang, Yuan Cheng, Yuan Qi |
| 2024 | VTC | QSR: Q-Learning Based Algorithm of Support Recovery for Sparse Signals. | Tianzhi Zhou, Yibo Wang, Zhangyan Wu, Hengwei Liang, Yuan Qi, Rongrong Qian |
| 2024 | SIGIR | Enhancing Task Performance in Continual Instruction Fine-tuning Through Format Uniformity. | Xiaoyu Tan, Leijun Cheng, Xihe Qiu, Shaojie Shi, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2023 | ACL | SaFER: A Robust and Efficient Framework for Fine-tuning BERT-based Classifier with Noisy Labels. | Zhenting Qi, Xiaoyu Tan, Chao Qu, Yinghui Xu, Yuan Qi |
| 2023 | EMNLP | PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching. | Zhenting Qi, Xiaoyu Tan, Shaojie Shi, Chao Qu, Yinghui Xu, Yuan Qi |
| 2023 | EMNLP | Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness. | Xiaoyu Tan, Shaojie Shi, Xihe Qiu, Chao Qu, Zhenting Qi, Yinghui Xu, Yuan Qi |
| 2023 | ICML | Provably Invariant Learning without Domain Information. | Xiaoyu Tan, Lin Yong, Shengyu Zhu, Chao Qu, Xihe Qiu, Yinghui Xu, Peng Cui, Yuan Qi |
| 2022 | KDD | Design Domain Specific Neural Network via Symbolic Testing. | Hui Li, Xing Fu, Ruofan Wu, Jinyu Xu, Kai Xiao, Xiaofu Chang, Weiqiang Wang, Shuai Chen, Leilei Shi, Tao Xiong, Yuan Qi |
| 2021 | AAAI | Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection. | Dongbo Xi, Bowen Song, Fuzhen Zhuang, Yongchun Zhu, Shuai Chen, Tianyi Zhang, Yuan Qi, Qing He |
| 2021 | CIKM | Conditional Graph Attention Networks for Distilling and Refining Knowledge Graphs in Recommendation. | Ke Tu, Peng Cui, Daixin Wang, Zhiqiang Zhang, Jun Zhou, Yuan Qi, Wenwu Zhu |
| 2021 | IGARSS | Satellite Passive Microwave Remote Sensing for Seismic Thermal Anomaly: Phenomena and Mechanisms. | Yuan Qi, Lixin Wu, Wenfei Mao, Yifan Ding, Yingjia Liu |
| 2021 | VTC | Distributed Channel Estimation Algorithm for mmWave Massive MIMO Communication Systems. | Chenyu Zuo, Haoge Deng, Jiyan Zhang, Yuan Qi |
| 2021 | SDM | Temporal-Aware Graph Neural Network for Credit Risk Prediction. | Daixin Wang, Zhiqiang Zhang, Jun Zhou, Peng Cui, Jingli Fang, Quanhui Jia, Yanming Fang, Yuan Qi |
| 2020 | AAAI | Long Short-Term Sample Distillation. | Liang Jiang, Zujie Wen, Zhongping Liang, Yafang Wang, Gerard de Melo, Zhe Li, Liangzhuang Ma, Jiaxing Zhang, Xiaolong Li, Yuan Qi |
| 2020 | AAAI | Cost-Effective Incentive Allocation via Structured Counterfactual Inference. | Romain Lopez, Chenchen Li, Xiang Yan, Junwu Xiong, Michael I. Jordan, Yuan Qi, Le Song |
| 2020 | ACL | SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check. | Xingyi Cheng, Weidi Xu, Kunlong Chen, Shaohua Jiang, Feng Wang, Taifeng Wang, Wei Chu, Yuan Qi |
| 2020 | CIKM | Continuous-Time Dynamic Graph Learning via Neural Interaction Processes. | Xiaofu Chang, Xuqin Liu, Jianfeng Wen, Shuang Li, Yanming Fang, Le Song, Yuan Qi |
| 2020 | CIKM | Loan Default Analysis with Multiplex Graph Learning. | Binbin Hu, Zhiqiang Zhang, Jun Zhou, Jingli Fang, Quanhui Jia, Yanming Fang, Quan Yu, Yuan Qi |
| 2020 | ECAI | Generating Natural Language Adversarial Examples on a Large Scale with Generative Models. | Yankun Ren, Jianbin Lin, Siliang Tang, Jun Zhou, Shuang Yang, Yuan Qi, Xiang Ren |
| 2020 | EMNLP | Question Directed Graph Attention Network for Numerical Reasoning over Text. | Kunlong Chen, Weidi Xu, Xingyi Cheng, Zou Xiaochuan, Yuyu Zhang, Le Song, Taifeng Wang, Yuan Qi, Wei Chu |
| 2020 | ICLR | Double Neural Counterfactual Regret Minimization. | Hui Li, Kailiang Hu, Shaohua Zhang, Yuan Qi, Le Song |
| 2020 | ICLR | Efficient Probabilistic Logic Reasoning with Graph Neural Networks. | Yuyu Zhang, Xinshi Chen, Yuan Yang, Arun Ramamurthy, Bo Li, Yuan Qi, Le Song |
| 2020 | ICML | Temporal Logic Point Processes. | Shuang Li, Lu Wang, Ruizhi Zhang, Xiaofu Chang, Xuqin Liu, Yao Xie, Yuan Qi, Le Song |
| 2020 | IJCAI | Financial Risk Analysis for SMEs with Graph-based Supply Chain Mining. | Shuo Yang, Zhiqiang Zhang, Jun Zhou, Yang Wang, Wang Sun, Xingyu Zhong, Yanming Fang, Quan Yu, Yuan Qi |
| 2020 | KDD | Hubble: An Industrial System for Audience Expansion in Mobile Marketing. | Chenyi Zhuang, Ziqi Liu, Zhiqiang Zhang, Yize Tan, Zhengwei Wu, Zhining Liu, Jianping Wei, Jinjie Gu, Guannan Zhang, Jun Zhou, Yuan Qi |
| 2019 | AAAI | Cash-Out User Detection Based on Attributed Heterogeneous Information Network with a Hierarchical Attention Mechanism. | Binbin Hu, Zhiqiang Zhang, Chuan Shi, Jun Zhou, Xiaolong Li, Yuan Qi |
| 2019 | AAAI | GeniePath: Graph Neural Networks with Adaptive Receptive Paths. | Ziqi Liu, Chaochao Chen, Longfei Li, Jun Zhou, Xiaolong Li, Le Song, Yuan Qi |
| 2019 | AAAI | Latent Dirichlet Allocation for Internet Price War. | Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong |
| 2019 | CIKM | Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing. | Ziqi Liu, Dong Wang, Qianyu Yu, Zhiqiang Zhang, Yue Shen, Jian Ma, Wenliang Zhong, Jinjie Gu, Jun Zhou, Shuang Yang, Yuan Qi |
| 2019 | ICDM | A Semi-Supervised Graph Attentive Network for Financial Fraud Detection. | Daixin Wang, Yuan Qi, Jianbin Lin, Peng Cui, Quanhui Jia, Zhen Wang, Yanming Fang, Quan Yu, Jun Zhou, Shuang Yang |
| 2019 | ICML | Generative Adversarial User Model for Reinforcement Learning Based Recommendation System. | Xinshi Chen, Shuang Li, Hui Li, Shaohua Jiang, Yuan Qi, Le Song |
| 2019 | IJCNN | A Riemannian Primal-dual Algorithm Based on Proximal Operator and its Application in Metric Learning. | Shijun Wang, Baocheng Zhu, Lintao Ma, Yuan Qi |
| 2019 | PAKDD | How Much Can A Retailer Sell? Sales Forecasting on Tmall. | Chaochao Chen, Ziqi Liu, Jun Zhou, Xiaolong Li, Yuan Qi, Yujing Jiao, Xingyu Zhong |
| 2019 | SIGIR | Uncovering Insurance Fraud Conspiracy with Network Learning. | Chen Liang, Ziqi Liu, Bin Liu, Jun Zhou, Xiaolong Li, Shuang Yang, Yuan Qi |
| 2018 | ICMLC | The Inconsistent Fully Fuzzy Linear Equations And Its Least Squares Fuzzy Approximate Solution. | Kun Liu, Yuan Qi |
| 2017 | ICML | Asynchronous Distributed Variational Gaussian Process for Regression. | Hao Peng, Shandian Zhe, Xiao Zhang, Yuan Qi |
| 2017 | IGARSS | Estimation of area-averaged evapotranspiration in ejina oasis base on EC matrix flux measurements and footprint analysis. | Feinan Xu, Weizhen Wang, Jiemin Wang, Yuan Qi, Yang Su |
| 2017 | WCNC | Identifying the Full-Diversity Solution of MIMO Detection: A Fine-Grained Approach. | Yuan Qi, Rongrong Qian, Chunjing Hu |
| 2016 | AAAI | DinTucker: Scaling Up Gaussian Process Models on Large Multidimensional Arrays. | Shandian Zhe, Yuan Qi, Youngja Park, Zenglin Xu, Ian M. Molloy, Suresh Chari |
| 2016 | IJCAI | Fast Laplace Approximation for Sparse Bayesian Spike and Slab Models. | Syed Abbas Zilqurnain Naqvi, Shandian Zhe, Yuan Qi, Yifan Yang, Jieping Ye |
| 2016 | KDD | Annealed Sparsity via Adaptive and Dynamic Shrinking. | Kai Zhang, Shandian Zhe, Chaoran Cheng, Zhi Wei, Zhengzhang Chen, Haifeng Chen, Guofei Jiang, Yuan Qi, Jieping Ye |
| 2015 | AAAI | Bayesian Maximum Margin Principal Component Analysis. | Changying Du, Shandian Zhe, Fuzhen Zhuang, Yuan Qi, Qing He, Zhongzhi Shi |
| 2015 | AAAI | Sparse Bayesian Multiview Learning for Simultaneous Association Discovery and Diagnosis of Alzheimer's Disease. | Shandian Zhe, Zenglin Xu, Yuan Qi, Peng Yu |
| 2015 | IGARSS | Fast hazard mapping system for geological disaster emergency rescue services in Zhouqu county. | Yuan Qi, Hongtao Zhao, Jinlong Zhang, Miao Fang |
| 2015 | IJCAI | EigenGP: Gaussian Process Models with Adaptive Eigenfunctions. | Hao Peng, Yuan Qi |
| 2014 | DSN | pSigene: Webcrawling to Generalize SQL Injection Signatures. | Gaspar Modelo-Howard, Christopher N. Gutierrez, Fahad A. Arshad, Saurabh Bagchi, Yuan Qi |
| 2014 | ECAI | Nonparametric Bayesian Multi-Task Large-margin Classification. | Changying Du, Jia He, Fuzhen Zhuang, Yuan Qi, Qing He |
| 2014 | PSB | Joint Association Discovery and Diagnosis of Alzheimer's Disease by Supervised Heterogeneous Multiview Learning. | Shandian Zhe, Zenglin Xu, Yuan Qi, Peng Yu |
| 2013 | ICML | Message passing with l1 penalized KL minimization. | Yuan Qi, Yandong Guo |
| 2013 | IGARSS | Webgis-based system of "monitoring and preventing geological disaster rely on the masses". | Yuan Qi, Miao Fang, Zhong Zheng |
| 2013 | IGARSS | Comparative analysis of land-cover data accuracy and uncertainty in arid land. | Yuan Qi, Jinlong Zhang, Zhong Zheng, Feinan Xu |
| 2012 | CCS | Using probabilistic generative models for ranking risks of Android apps. | Hao Peng, Christopher S. Gates, Bhaskar Pratim Sarma, Ninghui Li, Yuan Qi, Rahul Potharaju, Cristina Nita-Rotaru, Ian M. Molloy |
| 2012 | CCS | Minimizing private data disclosures in the smart grid. | Weining Yang, Ninghui Li, Yuan Qi, Wahbeh H. Qardaji, Stephen E. McLaughlin, Patrick D. McDaniel |
| 2012 | GLOBECOM | Exploiting scalar effects of MIMO detection in could base-station: Feasible scheme and universal significance. | Rongrong Qian, Yuan Qi, Tao Peng, Wenbo Wang, Ran Duan, Kuilin Chen |
| 2012 | PIMRC | ET-FSD: A feasible scheme of MIMO detection to exploit scalar effects. | Rongrong Qian, Yuan Qi, Tao Peng, Wenbo Wang |
| 2011 | PIMRC | Scale effects oriented MIMO detector. | Rongrong Qian, Yuan Qi, Wenbo Wang |
| 2011 | PIMRC | Closed-form approximations for secrecy capacity in Rayleigh-fading multi-antenna systems. | Rongrong Qian, Yuan Qi, Wenbo Wang, Jun Yang |
| 2011 | VTC | A Simple Approach of Gaussian Approximation for Channel Capacity in Multiple-Antenna Systems. | Rongrong Qian, Yuan Qi, Tao Peng, Wenbo Wang, Jun Yang |
| 2009 | WCNC | Adaptive channel searching scheme for cooperative spectrum sensing in cognitive radio networks. | Chen Guo, Tao Peng, Yuan Qi, Wenbo Wang |
| 2008 | IGARSS | Integrated Landscape Pattern and Classification Tree for Land Use Classification in Inland River Basin of China Arid Region. | Yuan Qi, Jianhua Wang, Zhen Xu, Changwei Lin |
| 2008 | IGARSS | Vegetation Dynamics in Arid and Semi-Arid Ecotone - A Case Study in Yanchi County. | Yuan Qi, Jianhua Wang, Changzhen Yan, Zhen Xu |
| 2008 | IGARSS | Spatial Changes of Minqin Oasis in the Northwest China over the Last 2000 Years. | Yaowen Xie, Fahu Chen, Yuan Qi |
| 1998 | ICPR | Fingerprint classification system with feedback mechanism based on genetic algorithm. | Yuan Qi, Jie Tian, Ruwei Dai |