Xinmei Tian 0001 - researchr alias

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Viewing Publication 1 - 44 from 44

2025

2024

From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint TuningWei Chen, Zhen Huang, Liang Xie 0003, Binbin Lin, Houqiang Li, Le Lu 0001, Xinmei Tian 0001, Deng Cai 0001, Yonggang Zhang, Wenxiao Wang 0001, Xu Shen, Jieping Ye. icml 2024: [doi]

Adaptive Time-Stepping Schedules for Diffusion ModelsYuzhu Chen, Fengxiang He, Shi Fu, Xinmei Tian 0001, Dacheng Tao. uai 2024: 685-697 [doi]

Advancing Prompt Learning through an External LayerFangming Cui, Xun Yang, Chao Wu 0001, Liang Xiao 0007, Xinmei Tian 0001. mm 2024: 807-816 [doi]

FedGAMMA: Federated Learning With Global Sharpness-Aware MinimizationRong Dai, Xun Yang 0001, Yan Sun, Li Shen 0008, Xinmei Tian 0001, Meng Wang 0001, Yongdong Zhang 0001. tnn, 35(12):17479-17492, December 2024. [doi]

Convergence of Bayesian Bilevel OptimizationShi Fu, Fengxiang He, Xinmei Tian 0001, Dacheng Tao. iclr 2024: [doi]

Towards Theoretical Understandings of Self-Consuming Generative ModelsShi Fu, Sen Zhang 0006, Yingjie Wang 0007, Xinmei Tian 0001, Dacheng Tao. icml 2024: [doi]

Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional UnderstandingWei Li, Zhen Huang, Xinmei Tian 0001, Le Lu 0001, Houqiang Li, Xu Shen, Jieping Ye. emnlp 2024: 14616-14632 [doi]

Out-of-Distribution Detection with Negative PromptsJun Nie, Yonggang Zhang, Zhen Fang 0001, Tongliang Liu, Bo Han 0003, Xinmei Tian 0001. iclr 2024: [doi]

Expert-level diagnosis of pediatric posterior fossa tumors via consistency calibrationChenghao Sun, Zihan Yan, Yonggang Zhang, Xinmei Tian 0001, Jian Gong. kbs, 296:111919, 2024. [doi]

FedImpro: Measuring and Improving Client Update in Federated LearningZhenheng Tang, Yonggang Zhang, Shaohuai Shi, Xinmei Tian 0001, Tongliang Liu, Bo Han 0003, Xiaowen Chu 0001. iclr 2024: [doi]

Sheared Backpropagation for Fine-Tuning Foundation ModelsZhiyuan Yu, Li Shen 0008, Liang Ding 0006, Xinmei Tian 0001, Yixin Chen 0001, Dacheng Tao. cvpr 2024: 5883-5892 [doi]

Enhanced Motion-Text Alignment for Image-to-Video Transfer LearningWei Zhang, Chaoqun Wan, Tongliang Liu, Xinmei Tian 0001, Xu Shen, Jieping Ye. cvpr 2024: 18504-18515 [doi]

Robust Training of Federated Models with Extremely Label DeficiencyYonggang Zhang, Zhiqin Yang, Xinmei Tian 0001, Nannan Wang 0001, Tongliang Liu, Bo Han 0003. iclr 2024: [doi]

Interpreting and Improving Large Language Models in Arithmetic CalculationWei Zhang, Chaoqun Wan, Yonggang Zhang, Yiu-ming Cheung, Xinmei Tian 0001, Xu Shen, Jieping Ye. icml 2024: [doi]

2023

DAEGAN: Generative adversarial network based on dual-domain attention-enhanced encoder-decoder for low-dose PET imagingShijie Chen, Xinmei Tian 0001, Yuling Wang, Yunfeng Song, Ying Zhang, Jie Zhao 0014, Jyh-Cheng Chen. bspc, 86(Part B):105197, September 2023. [doi]

3D Creation at Your Fingertips: From Text or Image to 3D AssetsYang Chen, Jingwen Chen, Yingwei Pan, Xinmei Tian 0001, Tao Mei 0001. mm 2023: 9408-9410 [doi]

Moderately Distributional Exploration for Domain GeneralizationRui Dai, Yonggang Zhang, Zhen Fang, Bo Han 0003, Xinmei Tian 0001. icml 2023: 6786-6817 [doi]

Sharper Bounds for Uniformly Stable Algorithms with Stationary Mixing ProcessShi Fu, Yunwen Lei, Qiong Cao, Xinmei Tian 0001, Dacheng Tao. iclr 2023: [doi]

Structured Cooperative Learning with Graphical Model PriorsShuangtong Li, Tianyi Zhou 0001, Xinmei Tian 0001, Dacheng Tao. icml 2023: 20599-20622 [doi]

Category-Stitch Learning for Union Domain GeneralizationYajing Liu, Zhiwei Xiong, Ya Li, Yuning Lu, Xinmei Tian 0001, Zheng-Jun Zha. tomccap, 19(1), January 2023. [doi]

Domain Generalization Via Encoding and Resampling in a Unified Latent SpaceYajing Liu, Zhiwei Xiong, Ya Li, Xinmei Tian 0001, Zheng-Jun Zha. tmm, 25:126-139, 2023. [doi]

Bi-calibration Networks for Weakly-Supervised Video Representation LearningFuchen Long, Ting Yao, Zhaofan Qiu, Xinmei Tian 0001, Jiebo Luo, Tao Mei 0001. ijcv, 131(7):1704-1721, July 2023. [doi]

Domain-Class Correlation Decomposition for Generalizable Person Re-IdentificationKaiwen Yang, Xinmei Tian 0001. tmm, 25:3386-3396, 2023. [doi]

FedFed: Feature Distillation against Data Heterogeneity in Federated LearningZhiqin Yang, Yonggang Zhang, Yu Zheng, Xinmei Tian 0001, Hao Peng, Tongliang Liu, Bo Han 0003. nips 2023: [doi]

An Active Service Recommendation Model for Multi-Source Remote Sensing Information Using Fusion of Attention and Multi-PerspectiveLilu Zhu, Feng Wu 0001, Kun Fu, Yanfeng Hu, Yang Wang, Xinmei Tian 0001, Kai Huang. remotesensing, 15(10):2564, 2023. [doi]

2022

DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse TrainingRong Dai, Li Shen 0008, Fengxiang He, Xinmei Tian 0001, Dacheng Tao. icml 2022: 4587-4604 [doi]

Learning to Collaborate in Decentralized Learning of Personalized ModelsShuangtong Li, Tianyi Zhou, Xinmei Tian 0001, Dacheng Tao. cvpr 2022: 9756-9765 [doi]

Prompt Distribution LearningYuning Lu, Jianzhuang Liu, Yonggang Zhang, Yajing Liu, Xinmei Tian 0001. cvpr 2022: 5196-5205 [doi]

Self-Supervision Can Be a Good Few-Shot LearnerYuning Lu, Liangjian Wen, Jianzhuang Liu, Yajing Liu, Xinmei Tian 0001. eccv 2022: 740-758 [doi]

Towards Lightweight Black-Box Attack Against Deep Neural NetworksChenghao Sun, Yonggang Zhang, Chaoqun Wan, Qizhou Wang, Ya Li, Tongliang Liu, Bo Han 0003, Xinmei Tian 0001. nips 2022: [doi]

Meta Convolutional Neural Networks for Single Domain GeneralizationChaoqun Wan, Xu Shen, Yonggang Zhang, Zhiheng Yin, Xinmei Tian 0001, Feng Gao, Jianqiang Huang, Xian-Sheng Hua 0001. cvpr 2022: 4672-4681 [doi]

Identity-Disentangled Adversarial Augmentation for Self-supervised LearningKaiwen Yang, Tianyi Zhou, Xinmei Tian 0001, Dacheng Tao. icml 2022: 25364-25381 [doi]

CRAR: Accelerating Stereo Matching with Cascaded Residual Regression and Adaptive RefinementLinghua Zeng, Xinmei Tian 0001. tomccap, 18(3), 2022. [doi]

Adversarial Robustness Through the Lens of CausalityYonggang Zhang, Mingming Gong, Tongliang Liu, Gang Niu 0001, Xinmei Tian 0001, Bo Han 0003, Bernhard Schölkopf, Kun Zhang 0001. iclr 2022: [doi]

2021

Transferrable Contrastive Learning for Visual Domain AdaptationYang Chen, Yingwei Pan, Yu Wang 0102, Ting Yao, Xinmei Tian 0001, Tao Mei 0001. mm 2021: 3399-3408 [doi]

*Yang Chen, Yu Wang 0102, Yingwei Pan, Ting Yao, Xinmei Tian 0001, Tao Mei 0001. iccv 2021: 9144-9153 [doi]

Revisiting Knowledge Distillation: An Inheritance and Exploration FrameworkZhen Huang, Xu Shen, Jun Xing, Tongliang Liu, Xinmei Tian 0001, Houqiang Li, Bing Deng, Jianqiang Huang, Xian-Sheng Hua 0001. cvpr 2021: 3579-3588 [doi]

3D Local Convolutional Neural Networks for Gait RecognitionZhen Huang, Dixiu Xue, Xu Shen, Xinmei Tian 0001, Houqiang Li, Jianqiang Huang, Xian-Sheng Hua 0001. iccv 2021: 14900-14909 [doi]

Class-Disentanglement and Applications in Adversarial Detection and DefenseKaiwen Yang, Tianyi Zhou, Yonggang Zhang, Xinmei Tian 0001, Dacheng Tao. nips 2021: 16051-16063 [doi]

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