Li, Qian

32 publications

TMLR 2026 PredLDM: Spatiotemporal Sequence Prediction with Latent Diffusion Models Yechao Xu, Zhengxing Sun, Qian Li, Jiao Qu

NeurIPS 2025 Constant Bit-Size Transformers Are Turing Complete Qian Li, Yuyi Wang

ICLR 2025 Context-Alignment: Activating and Enhancing LLMs Capabilities in Time Series Yuxiao Hu, Qian Li, Dongxiao Zhang, Jinyue Yan, Yuntian Chen

COLT 2025 Multi-Pass Memory Lower Bounds for Learning Problems Qian Li, Shuo Wang, Jiapeng Zhang

IJCAI 2025 Multimodal Knowledge Retrieval-Augmented Iterative Alignment for Satellite Commonsense Conversation Qian Li, Xuchen Li, Zongyu Chang, Yuzheng Zhang, Cheng Ji, Shangguang Wang

ICML 2025 N2GON: Neural Networks for Graph-of-Net with Position Awareness Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Wen Shan, Ling Li, Qian Li, Miaomiao Huang, Meixia Wang, Shirui Pan, Xingwei Wang

IJCAI 2025 OS-GCL: A One-Shot Learner in Graph Contrastive Learning Cheng Ji, Chenrui He, Qian Li, Qingyun Sun, Xingcheng Fu, Jianxin Li

ICML 2025 Right Time to Learn: Promoting Generalization via Bio-Inspired Spacing Effect in Knowledge Distillation Guanglong Sun, Hongwei Yan, Liyuan Wang, Qian Li, Bo Lei, Yi Zhong

IJCAI 2025 T-T: Table Transformer for Tagging-Based Aspect Sentiment Triplet Extraction Kun Peng, Chaodong Tong, Cong Cao, Hao Peng, Qian Li, Guanlin Wu, Lei Jiang, Yanbing Liu, Philip S. Yu

ICLR 2025 Towards Explaining the Power of Constant-Depth Graph Neural Networks for Structured Linear Programming Qian Li, Minghui Ouyang, Tian Ding, Yuyi Wang, Qingjiang Shi, Ruoyu Sun

IJCAI 2025 Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction Qian Li, Cheng Ji, Shu Guo, Kun Peng, Qianren Mao, Shangguang Wang

ICLR 2025 When GNNs Meet Symmetry in ILPs: An Orbit-Based Feature Augmentation Approach Qian Chen, Lei Li, Qian Li, Jianghua Wu, Akang Wang, Ruoyu Sun, Xiaodong Luo, Tsung-Hui Chang, Qingjiang Shi

ICML 2024 Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval Qiwei Tian, Chenhao Lin, Zhengyu Zhao, Qian Li, Chao Shen

CVPR 2024 Focus on Hiders: Exploring Hidden Threats for Enhancing Adversarial Training Qian Li, Yuxiao Hu, Yinpeng Dong, Dongxiao Zhang, Yuntian Chen

IJCAI 2024 LLM-Based Multi-Level Knowledge Generation for Few-Shot Knowledge Graph Completion Qian Li, Zhuo Chen, Cheng Ji, Shiqi Jiang, Jianxin Li

NeurIPS 2024 MKGL: Mastery of a Three-Word Language Lingbing Guo, Zhongpu Bo, Zhuo Chen, Yichi Zhang, Jiaoyan Chen, Yarong Lan, Mengshu Sun, Zhiqiang Zhang, Yangyifei Luo, Qian Li, Qiang Zhang, Wen Zhang, Huajun Chen

NeurIPS 2024 On the Power of Small-Size Graph Neural Networks for Linear Programming Qian Li, Tian Ding, Linxin Yang, Minghui Ouyang, Qingjiang Shi, Ruoyu Sun

CVPR 2024 Physical 3D Adversarial Attacks Against Monocular Depth Estimation in Autonomous Driving Junhao Zheng, Chenhao Lin, Jiahao Sun, Zhengyu Zhao, Qian Li, Chao Shen

AAAI 2024 ReGCL: Rethinking Message Passing in Graph Contrastive Learning Cheng Ji, Zixuan Huang, Qingyun Sun, Hao Peng, Xingcheng Fu, Qian Li, Jianxin Li

IJCAI 2023 BPNet: Bézier Primitive Segmentation on 3D Point Clouds Rao Fu, Cheng Wen, Qian Li, Xiao Xiao, Pierre Alliez

CVPR 2023 Discrete Point-Wise Attack Is Not Enough: Generalized Manifold Adversarial Attack for Face Recognition Qian Li, Yuxiao Hu, Ye Liu, Dongxiao Zhang, Xin Jin, Yuntian Chen

ICLR 2023 Hebbian and Gradient-Based Plasticity Enables Robust Memory and Rapid Learning in RNNs Yu Duan, Zhongfan Jia, Qian Li, Yi Zhong, Kaisheng Ma

JMLR 2023 MARS: A Second-Order Reduction Algorithm for High-Dimensional Sparse Precision Matrices Estimation Qian Li, Binyan Jiang, Defeng Sun

ECCV 2022 CoSCL: Cooperation of Small Continual Learners Is Stronger than a Big One Liyuan Wang, Xingxing Zhang, Qian Li, Jun Zhu, Yi Zhong

AAAI 2022 How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View Ren Li, Yanan Cao, Qiannan Zhu, Guanqun Bi, Fang Fang, Yi Liu, Qian Li

NeurIPS 2021 AFEC: Active Forgetting of Negative Transfer in Continual Learning Liyuan Wang, Mingtian Zhang, Zhongfan Jia, Qian Li, Chenglong Bao, Kaisheng Ma, Jun Zhu, Yi Zhong

ICCV 2021 AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer Songhua Liu, Tianwei Lin, Dongliang He, Fu Li, Meiling Wang, Xin Li, Zhengxing Sun, Qian Li, Errui Ding

CVPR 2021 Hilbert Sinkhorn Divergence for Optimal Transport Qian Li, Zhichao Wang, Gang Li, Jun Pang, Guandong Xu

IJCAI 2020 Stochastic Batch Augmentation with an Effective Distilled Dynamic Soft Label Regularizer Qian Li, Qingyuan Hu, Yong Qi, Saiyu Qi, Jie Ma, Jian Zhang

IJCAI 2018 A Fast Algorithm for Generalized Arc Consistency of the Alldifferent Constraint Xizhe Zhang, Qian Li, Weixiong Zhang

AAAI 2017 Efficient Delivery Policy to Minimize User Traffic Consumption in Guaranteed Advertising Jia Zhang, Zheng Wang, Qian Li, Jialin Zhang, Yanyan Lan, Qiang Li, Xiaoming Sun

AAAI 2017 Riemannian Submanifold Tracking on Low-Rank Algebraic Variety Qian Li, Zhichao Wang