Transductive Zero-Shot Learning via Visual Center Adaptation. - Ziyu Wan; Yan Li 043; Min Yang; Junge Zhang (AAAI, 2019)

Transductive Zero-Shot Learning with Visual Structure Constraint. - Ziyu Wan; Dongdong Chen 001; Yan Li 043; Xingguang Yan; Junge Zhang; Yizhou Yu; Jing Liao 001 (NeurIPS, 2019)

Bringing Old Photos Back to Life. - Ziyu Wan; Bo Zhang 025; Dongdong Chen 001; Pan Zhang 003; Dong Chen 003; Jing Liao 001; Fang Wen 001 (CVPR, 2020)

Global Fusion Attention for Vision and Language Understanding (Student Abstract). - Zixin Guo; Chen Liang; Ziyu Wan; Yang Bai (AAAI, 2021)

DeFLOCNet: Deep Image Editing via Flexible Low-Level Controls. - Hongyu Liu; Ziyu Wan; Wei Huang; Yibing Song; Xintong Han; Jing Liao 001; Bin Jiang 006; Wei Liu 005 (CVPR, 2021)

PD-GAN: Probabilistic Diverse GAN for Image Inpainting. - Hongyu Liu; Ziyu Wan; Wei Huang; Yibing Song; Xintong Han; Jing Liao 001 (CVPR, 2021)

High-Fidelity Pluralistic Image Completion with Transformers. - Ziyu Wan; Jingbo Zhang 002; Dongdong Chen 001; Jing Liao 001 (ICCV, 2021)

Neural Auto-Curricula in Two-Player Zero-Sum Games. - Xidong Feng; Oliver Slumbers; Ziyu Wan; Bo Liu 039; Stephen McAleer; Ying Wen 001; Jun Wang 012; Yaodong Yang 001 (NeurIPS, 2021)

DeFLOCNet: Deep Image Editing via Flexible Low-level Controls. - Hongyu Liu; Ziyu Wan; Wei Huang; Yibing Song; Xintong Han; Jing Liao 001; Bing Jiang; Wei Liu 005 (CoRR, 2021)

Discovering Multi-Agent Auto-Curricula in Two-Player Zero-Sum Games. - Xidong Feng; Oliver Slumbers; Yaodong Yang 001; Ziyu Wan; Bo Liu 039; Stephen McAleer; Ying Wen 001; Jun Wang 012 (CoRR, 2021)

MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning. - Ming Zhou 006; Ziyu Wan; Hanjing Wang; Muning Wen; Runzhe Wu; Ying Wen 001; Yaodong Yang 001; Weinan Zhang 001; Jun Wang 012 (CoRR, 2021)

Visual Structure Constraint for Transductive Zero-Shot Learning in the Wild. - Ziyu Wan; Dongdong Chen 001; Jing Liao 001 (Int. J. Comput. Vis., 2021)

Bringing Old Films Back to Life. - Ziyu Wan; Bo Zhang 025; Dongdong Chen 001; Jing Liao 001 (CVPR, 2022)

FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing. - Jingbo Zhang 002; Xiaoyu Li 002; Ziyu Wan; Can Wang 007; Jing Liao 001 (SIGGRAPH Asia, 2022)

On Realization of Intelligent Decision-Making in the Real World: A Foundation Decision Model Perspective. - Ying Wen 001; Ziyu Wan; Ming Zhou 006; Shufang Hou; Zhe Cao; Chenyang Le; Jingxiao Chen; Zheng Tian 002; Weinan Zhang 001; Jun Wang 012 (CoRR, 2022)

KFIML: Kubernetes-Based Fog Computing IoT Platform for Online Machine Learning. - Ziyu Wan; Zheng Zhang; Rui Yin 001; Guanding Yu (IEEE Internet Things J., 2022)

Meta-PU: An Arbitrary-Scale Upsampling Network for Point Cloud. - Shuquan Ye; Dongdong Chen 001; Songfang Han; Ziyu Wan; Jing Liao 001 (IEEE Trans. Vis. Comput. Graph., 2022)

Learning Neural Duplex Radiance Fields for Real-Time View Synthesis. - Ziyu Wan; Christian Richardt; Aljaz Bozic; Chao Li; Vijay Rengarajan; Seonghyeon Nam; Xiaoyu Xiang; Tuotuo Li; Bo Zhu 011; Rakesh Ranjan; Jing Liao 001 (CVPR, 2023)

Order Matters: Agent-by-agent Policy Optimization. - Xihuai Wang; Zheng Tian 002; Ziyu Wan; Ying Wen 001; Jun Wang 012; Weinan Zhang 001 (ICLR, 2023)

Text2NeRF: Text-Driven 3D Scene Generation with Neural Radiance Fields. - Jingbo Zhang 002; Xiaoyu Li 002; Ziyu Wan; Can Wang 007; Jing Liao 001 (CoRR, 2023)

Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training. - Xidong Feng; Ziyu Wan; Muning Wen; Ying Wen 001; Weinan Zhang 001; Jun Wang 012 (CoRR, 2023)

MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning. - Ming Zhou 006; Ziyu Wan; Hanjing Wang; Muning Wen; Runzhe Wu; Ying Wen 001; Yaodong Yang 001; Yong Yu 001; Jun Wang 012; Weinan Zhang 001 (J. Mach. Learn. Res., 2023)

Old Photo Restoration via Deep Latent Space Translation. - Ziyu Wan; Bo Zhang 025; Dongdong Chen 001; Pan Zhang 003; Dong Chen 003; Fang Wen 001; Jing Liao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Adaptive Joint Optimization for 3D Reconstruction With Differentiable Rendering. - Jing-Bo Zhang 002; Ziyu Wan; Jing Liao 001 (IEEE Trans. Vis. Comput. Graph., 2023)

CAD : Photorealistic 3D Generation via Adversarial Distillation. - Ziyu Wan; Despoina Paschalidou; Ian Huang; Hongyu Liu; Bokui Shen; Xiaoyu Xiang; Jing Liao 001; Leonidas J. Guibas (CVPR, 2024)

RaFE: Generative Radiance Fields Restoration. - Zhongkai Wu; Ziyu Wan; Jing Zhang; Jing Liao 001; Dong Xu (ECCV (67), 2024)

AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training. - Ziyu Wan; Xidong Feng; Muning Wen; Stephen Marcus McAleer; Ying Wen 001; Weinan Zhang 001; Jun Wang 012 (ICML, 2024)

Reinforcing LLM Agents via Policy Optimization with Action Decomposition. - Muning Wen; Ziyu Wan; Jun Wang 012; Weinan Zhang 001; Ying Wen 001 (NeurIPS, 2024)

HeadArtist: Text-conditioned 3D Head Generation with Self Score Distillation. - Hongyu Liu; Xuan Wang 009; Ziyu Wan; Yujun Shen; Yibing Song; Jing Liao 001; Qifeng Chen (SIGGRAPH (Conference Paper Track), 2024)

Natural Language Reinforcement Learning. - Xidong Feng; Ziyu Wan; Mengyue Yang; Ziyan Wang; Girish A. Koushik; Yali Du 001; Ying Wen 001; Jun Wang 012 (CoRR, 2024)

Reinforcing Language Agents via Policy Optimization with Action Decomposition. - Muning Wen; Ziyu Wan; Weinan Zhang 001; Jun Wang 012; Ying Wen 001 (CoRR, 2024)

An Object is Worth 64x64 Pixels: Generating 3D Object via Image Diffusion. - Xingguang Yan; Han-Hung Lee; Ziyu Wan; Angel X. Chang (CoRR, 2024)

ε-VAE: Denoising as Visual Decoding. - Long Zhao 003; Sanghyun Woo; Ziyu Wan; Yandong Li; Han Zhang 010; Boqing Gong; Hartwig Adam; Xuhui Jia; Ting Liu 005 (CoRR, 2024)

OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models. - Jun Wang 012; Meng Fang; Ziyu Wan; Muning Wen; Jiachen Zhu 001; Anjie Liu; Ziqin Gong; Yan Song 003; Lei Chen 002; Lionel M. Ni; Linyi Yang; Ying Wen 001; et al. (CoRR, 2024)

Natural Language Reinforcement Learning. - Xidong Feng; Ziyu Wan; Haotian Fu; Bo Liu 039; Mengyue Yang; Girish A. Koushik; Zhiyuan Hu; Ying Wen 001; Jun Wang 012 (CoRR, 2024)

High-Fidelity and Efficient Pluralistic Image Completion With Transformers. - Ziyu Wan; Jingbo Zhang 002; Dongdong Chen 001; Jing Liao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Text2NeRF: Text-Driven 3D Scene Generation With Neural Radiance Fields. - Jing-Bo Zhang 002; Xiaoyu Li 002; Ziyu Wan; C. Y. Wang; Jing Liao 001 (IEEE Trans. Vis. Comput. Graph., 2024)

An Object is Worth 64×64 Pixels: Generating 3D Object via Image Diffusion. - Xingguang Yan; Han-Hung Lee; Ziyu Wan; Angel X. Chang (3DV, 2025)

AvatarArtist: Open-Domain 4D Avatarization. - Hongyu Liu; Xuan Wang 009; Ziyu Wan; Yue Ma; Jingye Chen; Yanbo Fan; Yujun Shen; Yibing Song; Qifeng Chen (CVPR, 2025)

EG4D: Explicit Generation of 4D Object without Score Distillation. - Qi Sun; Zhiyang Guo; Ziyu Wan; Jing Nathan Yan; Shengming Yin; Wengang Zhou 001; Jing Liao 001; Houqiang Li (ICLR, 2025)

Language Games as the Pathway to Artificial Superhuman Intelligence. - Ying Wen 001; Ziyu Wan; Shao Zhang (CoRR, 2025)

ThinkBench: Dynamic Out-of-Distribution Evaluation for Robust LLM Reasoning. - Shulin Huang; Linyi Yang; Yan Song 003; Shuang Chen; Leyang Cui; Ziyu Wan; Qingcheng Zeng; Ying Wen 001; Kun Shao; Weinan Zhang 001; Jun Wang 012; Yue Zhang 004 (CoRR, 2025)

DnD Filter: Differentiable State Estimation for Dynamic Systems using Diffusion Models. - Ziyu Wan; Lin Zhao (CoRR, 2025)

ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning. - Ziyu Wan; Yunxiang Li; Yan Song 003; Hanjing Wang; Linyi Yang; Mark Schmidt 001; Jun Wang 012; Weinan Zhang 001; Shuyue Hu; Ying Wen 001 (CoRR, 2025)

DiffPF: Differentiable Particle Filtering with Generative Sampling via Conditional Diffusion Models. - Ziyu Wan; Lin Zhao (CoRR, 2025)

VLM4D: Towards Spatiotemporal Awareness in Vision Language Models. - Shijie Zhou 003; Alexander Vilesov; Xuehai He; Ziyu Wan; Shuwang Zhang; Aditya Nagachandra; Di Chang; Dongdong Chen; Xin Eric Wang; Achuta Kadambi (CoRR, 2025)