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ORCIDMengtian Li
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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Books and Theses
- 2022
[b1]Mengtian Li:
Resource-Constrained Learning and Inference for Visual Perception. Carnegie Mellon University, USA, 2022
Journal Articles
- 2025
- [j14]Zhifeng Xie, Rui Qiu
, Qile He, Mengtian Li, Xin Tan:
Domain-Incremental Learning Paradigm for scene understanding via Pseudo-Replay Generation. Graph. Model. 141: 101290 (2025) - [j13]Huiming Ding, Beining Wu, Mengtian Li, Zhifeng Xie:
AFDiT: flow-guided transformer diffusion for structure-aware virtual try-on. Vis. Comput. 41(13): 10883-10895 (2025) - 2024
- [j12]Mengtian Li, Shaohui Lin, Zihan Wang, Yunhang Shen, Baochang Zhang, Lizhuang Ma:
Class-imbalanced semi-supervised learning for large-scale point cloud semantic segmentation via decoupling optimization. Pattern Recognit. 156: 110701 (2024) - 2023
- [j11]Shenghao Cao, Mengtian Li, Lei M. Li:
RegCloser: a robust regression approach to closing genome gaps. BMC Bioinform. 24(1): 249 (2023) - [j10]Huiming Ding, Sen Wang, Zhifeng Xie, Mengtian Li, Lizhuang Ma:
A fine-grained vision and language representation framework with graph-based fashion semantic knowledge. Comput. Graph. 115: 216-225 (2023) - [j9]Mengtian Li, Yi Dong, Minxuan Lin, Haibin Huang, Pengfei Wan, Chongyang Ma:
Multi-Modal Face Stylization with a Generative Prior. Comput. Graph. Forum 42(7) (2023) - 2022
- [j8]Mengtian Li, Lei M. Li:
RegScaf: a regression approach to scaffolding. Bioinform. 38(10): 2675-2682 (2022) - [j7]Moran Li, Haibin Huang, Yi Zheng, Mengtian Li, Nong Sang, Chongyang Ma:
Implicit Neural Deformation for Sparse-View Face Reconstruction. Comput. Graph. Forum 41(7): 601-610 (2022) - [j6]Mengtian Li, Yuan Xie, Lizhuang Ma:
Paying attention for adjacent areas: Learning discriminative features for large-scale 3D scene segmentation. Pattern Recognit. 129: 108722 (2022) - 2021
- [j5]Piaopiao Yu, Jie Guo, Longhai Wu, Cheng Zhou, Mengtian Li, Chenchen Wang, Yanwen Guo:
Dual attention autoencoder for all-weather outdoor lighting estimation. Sci. China Inf. Sci. 64(11) (2021) - [j4]Jie Guo, Mengtian Li, Zijing Zong, Yuntao Liu, Jingwu He, Yanwen Guo, Ling-Qi Yan:
Volumetric appearance stylization with stylizing kernel prediction network. ACM Trans. Graph. 40(4): 162:1-162:15 (2021) - 2020
- [j3]Bingyang Hu, Jie Guo, Yanjun Chen, Mengtian Li, Yanwen Guo:
DeepBRDF: A Deep Representation for Manipulating Measured BRDF. Comput. Graph. Forum 39(2): 157-166 (2020) - 2019
- [j2]Mengtian Li, Bin Hu:
基于批处理技术的RLWE全同态加密方案 (RLWE-based Fully Homomorphic Encryption Scheme with Batch Technique). 计算机科学 46(3): 209-216 (2019) - [j1]Jie Guo, Mengtian Li, Quewei Li, Yuting Qiang, Bingyang Hu, Yanwen Guo, Ling-Qi Yan:
GradNet: unsupervised deep screened poisson reconstruction for gradient-domain rendering. ACM Trans. Graph. 38(6): 223:1-223:13 (2019)
Conference and Workshop Papers
- 2025
- [c30]Zhifeng Xie, Hao Li, Huiming Ding, Mengtian Li, Xinhan Di, Ying Cao:
HieraFashDiff: Hierarchical Fashion Design with Multi-stage Diffusion Models. AAAI 2025: 8762-8770 - [c29]Mengtian Li, Jinshu Chen, Wanquan Feng, Bingchuan Li, Fei Dai, Songtao Zhao, Qian He:
HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis. CVPR 2025: 13114-13123 - [c28]Zhifeng Xie, Qile He, Youjia Zhu, Qiwei He, Mengtian Li:
FilmComposer: LLM-Driven Music Production for Silent Film Clips. CVPR 2025: 13519-13528 - [c27]Lingjie Kong, Kai Wu, Chengming Xu, Xiaobin Hu, Wenhui Han, Jinlong Peng, Donghao Luo, Mengtian Li, Jiangning Zhang, Chengjie Wang, Yanwei Fu:
CustAny: Customizing Anything from A Single Example. CVPR 2025: 20916-20925 - [c26]Zhaoxing Gan, Mengtian Li, Ruhua Chen, Zhongxia Ji, Sichen Guo, Huanling Hu, Guangnan Ye, Zuo Hu:
StageDesigner: Artistic Stage Generation for Scenography via Theater Scripts. CVPR 2025: 28705-28714 - [c25]Zihan Wang, Yunhang Shen, Mengtian Li, Ke Li, Xing Sun, Shaohui Lin, Lizhuang Ma:
Knowledge Transfer Across Modalities for Weakly Supervised Point Cloud Semantic Segmentation. ICASSP 2025: 1-5 - [c24]Zhifeng Xie, Zhiwen Jiang, Xuemin Lei, Mengtian Li:
LMTalker: Sparse Landmark-guided Gaussian Splatting for High-fidelity Talking Head Synthesis. ICASSP 2025: 1-5 - [c23]Zixiao Gu, Zhenye Zhang, Mengtian Li, Zhongxia Ji, Ruhua Chen, Zuo Hu, Guangnan Ye:
ArtNVG: Content-Style Separated Artistic Neighboring-View Gaussian Stylization. ICMR 2025: 388-397 - 2024
- [c22]Chuan Wang, Zihan Bai, Shengtao Zhang, Mengtian Li, Chuanyi Ma:
Research on Numerical Simulation of Splitting Grouting in Soft Soil Layer Based on FLAC. CAIBDA 2024: 763-767 - [c21]Zhifeng Xie, Shengye Yu, Qile He, Mengtian Li:
Sonic VisionLM: Playing Sound with Vision Language Models. CVPR 2024: 26856-26865 - 2023
- [c20]Yuzhou Sun, Sen Wang, Hao Li, Zhifeng Xie, Mengtian Li, Youdong Ding:
Degradation-Aware Blind Face Restoration via High-Quality VQ Codebook. CGI (1) 2023: 309-321 - [c19]Chittesh Thavamani, Mengtian Li, Francesco Ferroni, Deva Ramanan:
Learning to Zoom and Unzoom. CVPR 2023: 5086-5095 - [c18]Neehar Peri, Mengtian Li, Benjamin Wilson, Yu-Xiong Wang, James Hays, Deva Ramanan:
An Empirical Analysis of Range for 3D Object Detection. ICCV (Workshops) 2023: 4076-4085 - [c17]Shengcao Cao, Mengtian Li, James Hays, Deva Ramanan, Yu-Xiong Wang, Liangyan Gui:
Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation. ICML 2023: 3577-3598 - [c16]Ziqi Pang, Deva Ramanan, Mengtian Li, Yu-Xiong Wang:
Streaming Motion Forecasting for Autonomous Driving. IROS 2023: 7407-7414 - [c15]Shubham Gupta, Jeet Kanjani, Mengtian Li, Francesco Ferroni, James Hays, Deva Ramanan, Shu Kong:
Far3Det: Towards Far-Field 3D Detection. WACV 2023: 692-701 - 2022
- [c14]Mengtian Li, Yuan Xie, Yunhang Shen, Bo Ke, Ruizhi Qiao, Bo Ren, Shaohui Lin, Lizhuang Ma:
HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization. CVPR 2022: 14910-14919 - [c13]Neehar Peri, Jonathon Luiten, Mengtian Li, Aljosa Osep, Laura Leal-Taixé, Deva Ramanan:
Forecasting from LiDAR via Future Object Detection. CVPR 2022: 17181-17190 - [c12]Bo Ke, Yunquan Zhu, Mengtian Li, Xiujun Shu, Ruizhi Qiao, Bo Ren:
Hyperspherical Learning in Multi-Label Classification. ECCV (25) 2022: 38-55 - 2021
- [c11]Xiaofang Wang, Shengcao Cao, Mengtian Li, Kris Kitani:
Neighborhood-Aware Neural Architecture Search. BMVC 2021: 178 - [c10]Chittesh Thavamani, Mengtian Li, Nicolas Cebron, Deva Ramanan:
FOVEA: Foveated Image Magnification for Autonomous Navigation. ICCV 2021: 15519-15528 - 2020
- [c9]Mengtian Li, Yu-Xiong Wang, Deva Ramanan:
Towards Streaming Perception. ECCV (2) 2020: 473-488 - [c8]Mengtian Li, Ersin Yumer, Deva Ramanan:
Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints. ICLR 2020 - 2019
- [c7]Mengtian Li, Jie Guo, Xiufen Cui, Rui Pan, Yanwen Guo, Chenchen Wang, Piaopiao Yu, Fei Pan:
Deep Spherical Gaussian Illumination Estimation for Indoor Scene. MMAsia 2019: 13:1-13:6 - [c6]Mengtian Li, Zhe Lin, Radomír Mech, Ersin Yumer, Deva Ramanan:
Photo-Sketching: Inferring Contour Drawings From Images. WACV 2019: 1403-1412 - 2018
- [c5]Mengtian Li, László A. Jeni, Deva Ramanan:
Brute-Force Facial Landmark Analysis With a 140, 000-Way Classifier. AAAI 2018: 7032-7040 - [c4]Mengtian Li, Bin Hu:
A New Fully Homomorphic Encryption Scheme on Batch Technique. ICCCS (1) 2018: 160-171 - 2017
- [c3]Mengtian Li, Daniel Huber:
Guaranteed Parameter Estimation for Discrete Energy Minimization. WACV 2017: 473-482 - 2016
- [c2]Mengtian Li, Alexander Shekhovtsov, Daniel Huber:
Complexity of Discrete Energy Minimization Problems. ECCV (2) 2016: 834-852 - 2014
- [c1]Jian Zhang, Xiangfeng Ji, Tingting Yin, Mengtian Li, Bin Ran:
Discriminance of activation time for bus dispatching under the environment of Intelligent Vehicle-Infrastructure Cooperation. ITSC 2014: 2257-2258
Informal and Other Publications
- 2025
- [i29]Mengtian Li, Shengxiang Yao, Chen Kai, Zhifeng Xie, Keyu Chen, Yu-Gang Jiang:
AniGaussian: Animatable Gaussian Avatar with Pose-guided Deformation. CoRR abs/2502.19441 (2025) - [i28]Zhaoxing Gan, Mengtian Li, Ruhua Chen, Zhongxia Ji, Sichen Guo, Huanling Hu, Guangnan Ye, Zuo Hu:
StageDesigner: Artistic Stage Generation for Scenography via Theater Scripts. CoRR abs/2503.02595 (2025) - [i27]Zhifeng Xie, Qile He, Youjia Zhu, Qiwei He, Mengtian Li:
FilmComposer: LLM-Driven Music Production for Silent Film Clips. CoRR abs/2503.08147 (2025) - [i26]Mengtian Li, Jinshu Chen, Wanquan Feng, Bingchuan Li, Fei Dai, Songtao Zhao, Qian He:
HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis. CoRR abs/2503.16944 (2025) - [i25]Chong Mou, Yanze Wu, Wenxu Wu, Zinan Guo, Pengze Zhang, Yufeng Cheng, Yiming Luo, Fei Ding, Shiwen Zhang, Xinghui Li, Mengtian Li, Songtao Zhao, Jian Zhang, Qian He, Xinglong Wu:
DreamO: A Unified Framework for Image Customization. CoRR abs/2504.16915 (2025) - [i24]Tianhao Li, Yang Li, Mengtian Li, Yisheng Deng, Weifeng Ge:
GTAD: Global Temporal Aggregation Denoising Learning for 3D Semantic Occupancy Prediction. CoRR abs/2507.20963 (2025) - 2024
- [i23]Zhifeng Xie, Shengye Yu, Qile He, Mengtian Li:
SonicVisionLM: Playing Sound with Vision Language Models. CoRR abs/2401.04394 (2024) - [i22]Mengtian Li, Shaohui Lin, Zihan Wang, Yunhang Shen, Baochang Zhang, Lizhuang Ma:
Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling Optimization. CoRR abs/2401.06975 (2024) - [i21]Zhifeng Xie, Hao Li, Huiming Ding, Mengtian Li, Ying Cao:
Hierarchical Fashion Design with Multi-stage Diffusion Models. CoRR abs/2401.07450 (2024) - [i20]Mengtian Li, Shengxiang Yao, Zhifeng Xie, Keyu Chen:
GaussianBody: Clothed Human Reconstruction via 3d Gaussian Splatting. CoRR abs/2401.09720 (2024) - [i19]Sen Wang, Jiangning Zhang, Weijian Cao, Xiaobin Hu, Moran Li, Xiaozhong Ji, Xin Tan, Mengtian Li, Zhifeng Xie, Chengjie Wang, Lizhuang Ma:
MMoFusion: Multi-modal Co-Speech Motion Generation with Diffusion Model. CoRR abs/2403.02905 (2024) - [i18]Mengtian Li, Chengshuo Zhai, Shengxiang Yao, Zhifeng Xie, Keyu Chen, Yu-Gang Jiang:
Infinite Motion: Extended Motion Generation via Long Text Instructions. CoRR abs/2407.08443 (2024) - [i17]Zixiao Gu, Mengtian Li, Ruhua Chen, Zhongxia Ji, Sichen Guo, Zhenye Zhang, Guangnan Ye, Zuo Hu:
ArtNVG: Content-Style Separated Artistic Neighboring-View Gaussian Stylization. CoRR abs/2412.18783 (2024) - 2023
- [i16]Chittesh Thavamani, Mengtian Li, Francesco Ferroni, Deva Ramanan:
Learning to Zoom and Unzoom. CoRR abs/2303.15390 (2023) - [i15]Mengtian Li, Yi Dong, Minxuan Lin, Haibin Huang, Pengfei Wan, Chongyang Ma:
Multi-Modal Face Stylization with a Generative Prior. CoRR abs/2305.18009 (2023) - [i14]Neehar Peri, Mengtian Li, Benjamin Wilson, Yu-Xiong Wang, James Hays, Deva Ramanan:
An Empirical Analysis of Range for 3D Object Detection. CoRR abs/2308.04054 (2023) - [i13]Shengcao Cao, Mengtian Li, James Hays, Deva Ramanan, Yu-Xiong Wang, Liang-Yan Gui:
Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation. CoRR abs/2308.09105 (2023) - [i12]Ziqi Pang, Deva Ramanan, Mengtian Li, Yu-Xiong Wang:
Streaming Motion Forecasting for Autonomous Driving. CoRR abs/2310.01351 (2023) - 2022
- [i11]Neehar Peri, Jonathon Luiten, Mengtian Li, Aljosa Osep, Laura Leal-Taixé, Deva Ramanan:
Forecasting from LiDAR via Future Object Detection. CoRR abs/2203.16297 (2022) - [i10]Shubham Gupta, Jeet Kanjani, Mengtian Li, Francesco Ferroni, James Hays, Deva Ramanan, Shu Kong:
Far3Det: Towards Far-Field 3D Detection. CoRR abs/2211.13858 (2022) - 2021
- [i9]Xiaofang Wang, Shengcao Cao, Mengtian Li, Kris M. Kitani:
Neighborhood-Aware Neural Architecture Search. CoRR abs/2105.06369 (2021) - [i8]Chittesh Thavamani, Mengtian Li, Nicolas Cebron, Deva Ramanan:
FOVEA: Foveated Image Magnification for Autonomous Navigation. CoRR abs/2108.12102 (2021) - [i7]Moran Li, Haibin Huang, Yi Zheng, Mengtian Li, Nong Sang, Chongyang Ma:
Implicit Neural Deformation for Multi-View Face Reconstruction. CoRR abs/2112.02494 (2021) - 2020
- [i6]Mengtian Li, Yu-Xiong Wang, Deva Ramanan:
Towards Streaming Image Understanding. CoRR abs/2005.10420 (2020) - 2019
- [i5]Mengtian Li, Zhe Lin, Radomír Mech, Ersin Yumer, Deva Ramanan:
Photo-Sketching: Inferring Contour Drawings from Images. CoRR abs/1901.00542 (2019) - [i4]Mengtian Li, Ersin Yumer, Deva Ramanan:
Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints. CoRR abs/1905.04753 (2019) - 2018
- [i3]Mengtian Li, László A. Jeni, Deva Ramanan:
Brute-Force Facial Landmark Analysis With A 140, 000-Way Classifier. CoRR abs/1802.01777 (2018) - 2017
- [i2]Mengtian Li, Daniel Huber:
Guaranteed Parameter Estimation for Discrete Energy Minimization. CoRR abs/1701.03151 (2017) - 2016
- [i1]Mengtian Li, Alexander Shekhovtsov, Daniel Huber:
Complexity of Discrete Energy Minimization Problems. CoRR abs/1607.08905 (2016)
Coauthor Index
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