| 2026 | ACL | Self-Reflective Generation at Test Time. | Jian Mu, Qixin Zhang, Zhiyong Wang, Menglin Yang, Shuang Qiu, Chengwei Qin, Zhongxiang Dai, Yao Shu |
| 2025 | AAAI | Forward KL Regularized Preference Optimization for Aligning Diffusion Policies. | Zhao Shan, Chenyou Fan, Shuang Qiu, Jiyuan Shi, Chenjia Bai |
| 2025 | ICLR | Online Preference Alignment for Language Models via Count-based Exploration. | Chenjia Bai, Yang Zhang, Shuang Qiu, Qiaosheng Zhang, Kang Xu, Xuelong Li |
| 2025 | ICLR | Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling. | Jiawei Xu, Rui Yang, Shuang Qiu, Feng Luo, Meng Fang, Baoxiang Wang, Lei Han |
| 2025 | ICML | ROPO: Robust Preference Optimization for Large Language Models. | Xize Liang, Chao Chen, Shuang Qiu, Jie Wang, Yue Wu, Zhihang Fu, Hanzhu Chen, Feng Wu, Jieping Ye |
| 2024 | ACL | Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards. | Haoxiang Wang, Yong Lin, Wei Xiong, Rui Yang, Shizhe Diao, Shuang Qiu, Han Zhao, Tong Zhang |
| 2024 | ICML | Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment. | Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen |
| 2024 | ICML | Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning. | Dake Zhang, Boxiang Lyu, Shuang Qiu, Mladen Kolar, Tong Zhang |
| 2023 | AAAI | Gradient-Variation Bound for Online Convex Optimization with Constraints. | Shuang Qiu, Xiaohan Wei, Mladen Kolar |
| 2023 | ADMA | Generating Enlightened Suggestions Based on Mental State Evolution for Emotional Support Conversation. | Mengjiao Gan, Jianxing Yu, Xiao Dong, Shuang Qiu, Wei Liu, Jian Yin |
| 2023 | ADMA | A Knowledge-Enhanced Inferential Network for Cross-Modality Multi-hop VQA. | Shiqi Wang, Jianxing Yu, Miaopei Lin, Shuang Qiu, Xiaofeng Luo, Jian Yin |
| 2023 | ICLR | Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics. | Sirui Zheng, Lingxiao Wang, Shuang Qiu, Zuyue Fu, Zhuoran Yang, Csaba Szepesvri, Zhaoran Wang |
| 2023 | ICONIP | A Fine-Grained Domain Adaptation Method for Cross-Session Vigilance Estimation in SSVEP-Based BCI. | Kangning Wang, Shuang Qiu, Wei Wei, Ying Gao, Huiguang He, Minpeng Xu, Dong Ming |
| 2022 | ICML | Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning. | Shuang Qiu, Lingxiao Wang, Chenjia Bai, Zhuoran Yang, Zhaoran Wang |
| 2022 | SIGMOD | In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle. | Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cdric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang |
| 2021 | CVPR | Stylized Neural Painting. | Zhengxia Zou, Tianyang Shi, Shuang Qiu, Yi Yuan, Zhenwei Shi |
| 2021 | ICML | Provably Efficient Fictitious Play Policy Optimization for Zero-Sum Markov Games with Structured Transitions. | Shuang Qiu, Xiaohan Wei, Jieping Ye, Zhaoran Wang, Zhuoran Yang |
| 2021 | ICML | On Reward-Free RL with Kernel and Neural Function Approximations: Single-Agent MDP and Markov Game. | Shuang Qiu, Jieping Ye, Zhaoran Wang, Zhuoran Yang |
| 2021 | IJCNN | A Cross-Modal Guiding and Fusion Method for Multi-Modal RSVP-based Image Retrieval. | Jiayu Mao, Shuang Qiu, Dan Li, Wei Wei, Huiguang He |
| 2021 | IJCNN | Filter Bank Adversarial Domain Adaptation For Motor Imagery Brain Computer Interface. | Yukun Zhang, Shuang Qiu, Wei Wei, Xuelin Ma, Huiguang He |
| 2020 | ACL | Low-Resource Generation of Multi-hop Reasoning Questions. | Jianxing Yu, Wei Liu, Shuang Qiu, Qinliang Su, Kai Wang, Xiaojun Quan, Jian Yin |
| 2020 | ECCV | VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. | Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Madeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao |
| 2020 | ICML | Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis. | Shuang Qiu, Xiaohan Wei, Zhuoran Yang |
| 2019 | AAAI | Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee. | Ming Lin, Shuang Qiu, Jieping Ye, Xiaomin Song, Qi Qian, Liang Sun, Shenghuo Zhu, Rong Jin |
| 2019 | DASFAA | Parallelizing Big De Bruijn Graph Traversal for Genome Assembly on GPU Clusters. | Shuang Qiu, Zonghao Feng, Qiong Luo |
| 2019 | ICPP | Accelerating Long Read Alignment on Three Processors. | Zonghao Feng, Shuang Qiu, Lipeng Wang, Qiong Luo |
| 2019 | MICCAI | Dual Encoding U-Net for Retinal Vessel Segmentation. | Bo Wang, Shuang Qiu, Huiguang He |
| 2018 | ACSSC | Enabling Covariance-Based Feedback in Massive MIMO: A User Classification Approach. | Shuang Qiu, David Gesbert, Tao Jiang |
| 2018 | ICCD | A Compact AES Hardware Implementation Secure Against 1st-Order Side-Channel Attacks. | Qian Zhang, Yongbin Zhou, Shuang Qiu, Wei Cheng, Jingdian Ming, Rui Zhang |
| 2018 | ISNN | Chinese News Text Classification of the Stacked Denoising Auto Encoder Based on Adaptive Learning Rate and Additional Momentum Item. | Shuang Qiu, Mingyang Jiang, Zhifeng Zhang, Yinan Lu, Zhili Pei |
| 2017 | ICDCS | Parallelizing Big De Bruijn Graph Construction on Heterogeneous Processors. | Shuang Qiu, Qiong Luo |
| 2017 | ICICS | Reducing Randomness Complexity of Mask Refreshing Algorithm. | Shuang Qiu, Rui Zhang, Yongbin Zhou, Hailong Zhang |
| 2017 | IECON | Inertia parameter and attitude estimation of space noncooperative tumbling target based on a two-step method. | Shuang Qiu, Yanning Guo, Jingyi Xing, Guangfu Ma |
| 2017 | ISNN | Text Classification Based on ReLU Activation Function of SAE Algorithm. | Jia-Le Cui, Shuang Qiu, Mingyang Jiang, Zhi-Li Pei, Yinan Lu |
| 2017 | SDM | Computational Drug Discovery with Dyadic Positive-Unlabeled Learning. | Yashu Liu, Shuang Qiu, Ping Zhang, Pinghua Gong, Fei Wang, Guoliang Xue, Jieping Ye |
| 2016 | KDD | Parallel Lasso Screening for Big Data Optimization. | Qingyang Li, Shuang Qiu, Shuiwang Ji, Paul M. Thompson, Jieping Ye, Jie Wang |
| 2015 | ICICS | Higher-Order Masking Schemes for Simon. | Jiehui Tang, Yongbin Zhou, Hailong Zhang, Shuang Qiu |
| 2015 | WWW | Exploring Heterogeneity for Multi-Domain Recommendation with Decisive Factors Selection. | Shuang Qiu, Jian Cheng, Xi Zhang, Hanqing Lu |
| 2015 | SIGIR | When Personalization Meets Conformity: Collective Similarity based Multi-Domain Recommendation. | Xi Zhang, Jian Cheng, Shuang Qiu, Zhenfeng Zhu, Hanqing Lu |
| 2014 | AAAI | Recommendation by Mining Multiple User Behaviors with Group Sparsity. | Ting Yuan, Jian Cheng, Xi Zhang, Shuang Qiu, Hanqing Lu |
| 2014 | ER | A New Approach for N-ary Relationships in Object Databases. | Jie Hu, Liu Chen, Shuang Qiu, Mengchi Liu |
| 2014 | ICIP | Video face naming using global sequence alignment. | Zhiqiang Tang, Yifan Zhang, Shuang Qiu, Hanqing Lu |
| 2014 | SIGIR | Item group based pairwise preference learning for personalized ranking. | Shuang Qiu, Jian Cheng, Ting Yuan, Cong Leng, Hanqing Lu |
| 2013 | CCGRID | Versioned File Backup and Synchronization for Storage Clouds. | Shuang Qiu, Jingyu Zhou, Tao Yang |
| 2012 | SAC | Fine-grained topic detection in news search results. | Jia Cheng, Jingyu Zhou, Shuang Qiu |
| 2011 | HCI | Intensity Analysis of Surface Myoelectric Signals from Lower Limbs during Key Gait Phases by Wavelets in Time-Frequency. | Jiangang Yang, Xuan Gao, Baikun Wan, Dong Ming, Xiaoman Cheng, Hongzhi Qi, Xingwei An, Long Chen, Shuang Qiu, Weijie Wang |