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ORCIDZonghao Chen
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2020 – today
- 2026
[c7]Zonghao Chen, Yuncheng Jiang, Gang Li:
TOPOGRAPH: Topology-Preserving Graph Reduction with Adaptive Structure for Persistent Homology. AAAI 2026: 14601-14609- [i15]Jun Zhang, Yicheng Ji, Feiyang Ren, Yihang Li, Bowen Zeng, Zonghao Chen, Ke Chen, Lidan Shou, Gang Chen, Huan Li:
Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects. CoRR abs/2604.05546 (2026) - [i14]Yang Ji, Zonghao Chen, Zhihao Xue, Junqin Hu:
Degradation-Aware and Structure-Preserving Diffusion for Real-World Image Super-Resolution. CoRR abs/2604.11470 (2026) - [i13]Zheng Chen, Kai Liu, Jingkai Wang, Xianglong Yan, Jianze Li, Ziqing Zhang, Jue Gong, Jiatong Li, Lei Sun, Xiaoyang Liu, Radu Timofte, Yulun Zhang, Jihye Park, Yoonjin Im, Hyungju Chun, Hyunhee Park, MinKyu Park, Zheng Xie, Xiangyu Kong, Weijun Yuan, Zhan Li, Qiurong Song, Luen Zhu, Fengkai Zhang, Xinzhe Zhu, Junyang Chen, Congyu Wang, Yixin Yang, Zhaorun Zhou, Jiangxin Dong, Jinshan Pan, Shengwei Wang, Jiajie Ou, Baiang Li, Sizhuo Ma, Qiang Gao, Jusheng Zhang, Jian Wang, Keze Wang, Yijiao Liu, Yingsi Chen, Hui Li, Yu Wang, Congchao Zhu, Saeed Ahmad, Ik Hyun Lee, Jun Young Park, Ji Hwan Yoon, Kainan Yan, Zian Wang, Weibo Wang, Shihao Zou, Chao Dong, Wei Zhou, Linfeng Li, Jaeseong Lee, Jaeho Chae, Jinwoo Kim, Seonjoo Kim, Yucong Hong, Zhenming Yan, Junye Chen, Ruize Han, Song Wang, Yuxuan Jiang, Chengxi Zeng, Tianhao Peng, Fan Zhang, David Bull, Tongyao Mu, Qiong Cao, Yifan Wang, Youwei Pan, Leilei Cao, Xiaoping Peng, Wei Deng, Yifei Chen, Wenbo Xiong, Xian Hu, Yuxin Zhang, Xiaoyun Cheng, Yang Ji, Zonghao Chen, Zhihao Xue, Junqin Hu, Nihal Kumar, Snehal Singh Tomar, Klaus Mueller, Surya Vashisth, Prateek Shaily, Jayant Kumar, Hardik Sharma, Ashish Negi, Sachin Chaudhary, Akshay Dudhane, Praful Hambarde, Amit Shukla, Shijun Shi, Jiangning Zhang, et al.:
The Fourth Challenge on Image Super-Resolution (⨉4) at NTIRE 2026: Benchmark Results and Method Overview. CoRR abs/2604.14558 (2026) - [i12]Xiaoyuan Cheng, Haoyu Wang, Wenxuan Yuan, Ziyan Wang, Zonghao Chen, Li Zeng, Zhuo Sun:
Fisher Decorator: Refining Flow Policy via A Local Transport Map. CoRR abs/2604.17919 (2026) - 2025
- [j3]Zonghao Chen, Aratrika Mustafi, Pierre Glaser, Anna Korba, Arthur Gretton, Bharath K. Sriperumbudur:
(De)-regularized Maximum Mean Discrepancy Gradient Flow. J. Mach. Learn. Res. 26: 235:1-235:77 (2025) - [c6]Zonghao Chen, Masha Naslidnyk, François-Xavier Briol:
Nested Expectations with Kernel Quadrature. ICML 2025 - [i11]Zonghao Chen, Masha Naslidnyk, François-Xavier Briol:
Nested Expectations with Kernel Quadrature. CoRR abs/2502.18284 (2025) - [i10]Zonghao Chen, Toni Karvonen, Heishiro Kanagawa, François-Xavier Briol, Chris J. Oates:
Stationary MMD Points for Cubature. CoRR abs/2505.20754 (2025) - [i9]Zonghao Chen, Atsushi Nitanda, Arthur Gretton, Taiji Suzuki:
Towards a Unified Analysis of Neural Networks in Nonparametric Instrumental Variable Regression: Optimization and Generalization. CoRR abs/2511.14710 (2025) - [i8]Zikai Shen, Zonghao Chen, Dimitri Meunier, Ingo Steinwart, Arthur Gretton, Zhu Li:
Nonparametric Instrumental Variable Regression with Observed Covariates. CoRR abs/2511.19404 (2025) - [i7]Sophia Seulkee Kang, François-Xavier Briol, Toni Karvonen, Zonghao Chen:
BayesSum: Bayesian Quadrature in Discrete Spaces. CoRR abs/2512.16105 (2025) - 2024
- [c5]Zonghao Chen
, Ruocheng Guo, Jean-Francois Ton, Yang Liu:
Conformal Counterfactual Inference under Hidden Confounding. KDD 2024: 397-408 - [c4]Zonghao Chen, Masha Naslidnyk, Arthur Gretton, François-Xavier Briol:
Conditional Bayesian Quadrature. UAI 2024: 648-684 - [i6]Zonghao Chen, Ruocheng Guo, Jean-François Ton, Yang Liu:
Conformal Counterfactual Inference under Hidden Confounding. CoRR abs/2405.12387 (2024) - [i5]Zonghao Chen, Masha Naslidnyk, Arthur Gretton, François-Xavier Briol:
Conditional Bayesian Quadrature. CoRR abs/2406.16530 (2024) - [i4]Zonghao Chen, Aratrika Mustafi, Pierre Glaser, Anna Korba, Arthur Gretton, Bharath K. Sriperumbudur:
(De)-regularized Maximum Mean Discrepancy Gradient Flow. CoRR abs/2409.14980 (2024) - 2023
- [i3]Tim G. J. Rudner, Zonghao Chen, Yee Whye Teh, Yarin Gal:
Tractable Function-Space Variational Inference in Bayesian Neural Networks. CoRR abs/2312.17199 (2023) - 2022
- [c3]Xiao Zhou, Renjie Pi, Weizhong Zhang, Yong Lin, Zonghao Chen, Tong Zhang:
Probabilistic Bilevel Coreset Selection. ICML 2022: 27287-27302 - [c2]Tim G. J. Rudner, Zonghao Chen, Yee Whye Teh, Yarin Gal:
Tractable Function-Space Variational Inference in Bayesian Neural Networks. NeurIPS 2022 - [i2]Weichao Shen, Yuan Dong, Zonghao Chen, Zhengyi Zhao, Yang Gao, Zhu Liu:
PanoViT: Vision Transformer for Room Layout Estimation from a Single Panoramic Image. CoRR abs/2212.12156 (2022) - 2021
- [j2]Hong-Xiang Chen, Kunhong Li, Zhiheng Fu, Mengyi Liu, Zonghao Chen, Yulan Guo:
Distortion-Aware Monocular Depth Estimation for Omnidirectional Images. IEEE Signal Process. Lett. 28: 334-338 (2021) - [j1]Kunhong Li, Zhiheng Fu, Hanyun Wang, Zonghao Chen, Yulan Guo:
Adv-Depth: Self-Supervised Monocular Depth Estimation With an Adversarial Loss. IEEE Signal Process. Lett. 28: 638-642 (2021) - [c1]Xiao Zhou, Weizhong Zhang, Zonghao Chen, Shizhe Diao, Tong Zhang:
Efficient Neural Network Training via Forward and Backward Propagation Sparsification. NeurIPS 2021: 15216-15229 - [i1]Xiao Zhou, Weizhong Zhang, Zonghao Chen, Shizhe Diao, Tong Zhang:
Efficient Neural Network Training via Forward and Backward Propagation Sparsification. CoRR abs/2111.05685 (2021)
Coauthor Index
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