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ORCIDXinyuan Song 0002
Person information
- affiliation: Emory University, Atlanta, GA, USA
Other persons with the same name
- Xinyuan Song — disambiguation page
- Xinyuan Song 0001
![[0000-0002-4877-3200]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-4877-3200")
— Chinese University of Hong Kong, Department of Statistics, Hong Kong
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2020 – today
- 2025
[c5]Lifan Sun, Zichen Yuan, Ersheng Ni, Weihua Cheng, Xinyuan Song, Linkun Dai, Hongwei Jiang, Sibo Xu, Mengmeng Chen, Yucen Zhuang, Yongxin Ni, Youhua Li:
AMBER: Adaptive Meta Balanced Paradigm for Heterogeneous Graph-Based Knowledge Tracing. CIKM 2025: 2801-2810- [c4]Junbang Liu, Enpei Huang, Dongxing Mao, Hui Zhang, Xinyuan Song, Yongxin Ni:
ContrastiveGaussian: High-Fidelity 3D Generation with Contrastive Learning and Gaussian Splatting. ICME 2025: 1-6 - [c3]Jianhui Wang, Yangfan He, Yan Zhong, Xinyuan Song, Jiayi Su, Yuheng Feng, Ruoyu Wang, Hongyang He, Wenyu Zhu, Xinhang Yuan, Miao Zhang, Keqin Li, Jiaqi Chen, Tianyu Shi, Xueqian Wang:
Twin Co-Adaptive Dialogue for Progressive Image Generation. ACM Multimedia 2025: 3645-3653 - [c2]Yan Zhong, Xinping Zhao, Li Zhang, Xinyuan Song, Tingting Jiang:
Adaptive Prompt Learning for Blind Image Quality Assessment with Multi-modal Mixed-datasets Training. ACM Multimedia 2025: 7453-7462 - [c1]Bo Gao, Jianhui Wang, Xinyuan Song, Yangfan He, Fangxu Xing, Tianyu Shi:
Free-Mask: A Novel Paradigm of Integration Between the Segmentation Diffusion Model and Image Editing. ACM Multimedia 2025: 9881-9890 - [i35]Tianyang Wang, Yunze Wang, Jun Zhou, Benji Peng, Xinyuan Song, Charles Zhang, Xintian Sun, Qian Niu, Junyu Liu, Silin Chen, Keyu Chen, Ming Li, Pohsun Feng, Ziqian Bi, Ming Liu, Yichao Zhang, Cheng Fei, Caitlyn Heqi Yin, Lawrence KQ Yan:
From Aleatoric to Epistemic: Exploring Uncertainty Quantification Techniques in Artificial Intelligence. CoRR abs/2501.03282 (2025) - [i34]Tianyang Wang, Silin Chen, Yunze Wang, Yichao Zhang, Xinyuan Song, Ziqian Bi, Ming Liu, Qian Niu, Junyu Liu, Pohsun Feng, Xintian Sun, Benji Peng, Charles Zhang, Keyu Chen, Ming Li, Cheng Fei, Lawrence KQ Yan:
From In Silico to In Vitro: A Comprehensive Guide to Validating Bioinformatics Findings. CoRR abs/2502.03478 (2025) - [i33]Junhao Song, Yichao Zhang, Ziqian Bi, Tianyang Wang, Keyu Chen, Ming Li, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Ming Liu, Jiawei Xu, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Yizhu Wen, Lawrence KQ Yan, Hong-Ming Tseng, Xinyuan Song, Jintao Ren, Silin Chen, Yunze Wang, Weiche Hsieh, Bowen Jing, Junjie Yang, Jun Zhou, Zheyu Yao, Chia Xin Liang:
Generative Adversarial Networks Bridging Art and Machine Intelligence. CoRR abs/2502.04116 (2025) - [i32]Wenfang Sun, Xinyuan Song, Pengxiang Li, Lu Yin, Yefeng Zheng, Shiwei Liu:
The Curse of Depth in Large Language Models. CoRR abs/2502.05795 (2025) - [i31]Yichao Zhang, Ningyuan Deng, Xinyuan Song, Ziqian Bi, Tianyang Wang, Zheyu Yao, Keyu Chen, Ming Li, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Ming Liu, Li Zhang, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Yizhu Wen, Lawrence KQ Yan, Hong-Ming Tseng, Yan Zhong, Yunze Wang, Ziyuan Qin, Bowen Jing, Junjie Yang, Jun Zhou, Chia Xin Liang, Junhao Song:
Advanced Deep Learning Methods for Protein Structure Prediction and Design. CoRR abs/2503.13522 (2025) - [i30]Siyi Wu, Leyi Zhao, Haotian Ma, Xinyuan Song:
SDF-TopoNet: A Two-Stage Framework for Tubular Structure Segmentation via SDF Pre-training and Topology-Aware Fine-Tuning. CoRR abs/2503.14523 (2025) - [i29]Qiang Yi, Yangfan He, Jianhui Wang, Xinyuan Song, Shiyao Qian, Miao Zhang, Li Sun, Tianyu Shi:
SCORE: Story Coherence and Retrieval Enhancement for AI Narratives. CoRR abs/2503.23512 (2025) - [i28]Junbang Liu, Enpei Huang, Dongxing Mao, Hui Zhang, Xinyuan Song, Yongxin Ni:
ContrastiveGaussian: High-Fidelity 3D Generation with Contrastive Learning and Gaussian Splatting. CoRR abs/2504.08100 (2025) - [i27]Junjie Yang, Junhao Song, Xudong Han, Ziqian Bi, Tianyang Wang, Chia Xin Liang, Xinyuan Song, Yichao Zhang, Qian Niu, Benji Peng, Keyu Chen, Ming Liu:
Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models. CoRR abs/2504.13825 (2025) - [i26]Jianhui Wang, Yangfan He, Yan Zhong, Xinyuan Song, Jiayi Su, Yuheng Feng, Hongyang He, Wenyu Zhu, Xinhang Yuan, Kuan Lu, Menghao Huo, Miao Zhang, Keqin Li, Jiaqi Chen, Tianyu Shi, Xueqian Wang:
Twin Co-Adaptive Dialogue for Progressive Image Generation. CoRR abs/2504.14868 (2025) - [i25]Xinyuan Song, Yangfan He, Sida Li, Jianhui Wang, Hongyang He, Xinhang Yuan, Ruoyu Wang, Jiaqi Chen, Keqin Li, Kuan Lu, Menghao Huo, Binxu Li, Pei Liu:
Efficient Temporal Consistency in Diffusion-Based Video Editing with Adaptor Modules: A Theoretical Framework. CoRR abs/2504.16016 (2025) - [i24]Kun Li, Jianhui Wang, Yangfan He, Xinyuan Song, Ruoyu Wang, Hongyang He, Wenxin Zhang, Jiaqi Chen, Keqin Li, Sida Li, Miao Zhang, Tianyu Shi, Xueqian Wang:
Optimizing Multi-Round Enhanced Training in Diffusion Models for Improved Preference Understanding. CoRR abs/2504.18204 (2025) - [i23]Yan Zhong, Xingyu Wu, Xinping Zhao, Li Zhang, Xinyuan Song, Lei Shi, Bingbing Jiang:
Semi-Supervised Multi-Label Feature Selection with Consistent Sparse Graph Learning. CoRR abs/2505.17875 (2025) - [i22]Han Wang, Ruoyun He, Guoguang Lao, Ting Liu, Hejiao Luo, Changqi Qin, Hongying Luo, Junmin Huang, Zihan Wei, Lu Chen, Yongzhi Xu, Ziqian Bi, Junhao Song, Tianyang Wang, Chia Xin Liang, Xinyuan Song, Huafeng Liu, Junfeng Hao, Chunjie Tian:
Predicting ICU In-Hospital Mortality Using Adaptive Transformer Layer Fusion. CoRR abs/2506.04924 (2025) - [i21]Tianlong Chen, Xin Xu, Zijing Liu, Pengxiang Li, Xinyuan Song, Ajay Kumar Jaiswal, Fan Zhang, Jishan Hu, Yang Wang, Hao Chen, Shizhe Diao, Shiwei Liu, Yu Li, Yin Lu, Can Yang:
GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation Scaling. CoRR abs/2506.22049 (2025) - [i20]Xinyuan Song, Zeyu Wang, Siyi Wu, Tianyu Shi, Lynn Ai:
Gradientsys: A Multi-Agent LLM Scheduler with ReAct Orchestration. CoRR abs/2507.06520 (2025) - [i19]Siyi Wu, Zhaoyang Guan, Leyi Zhao, Xinyuan Song, Xinyu Ying, Hanlin Zhang, Michele Pak, Yangfan He, Yi Xin, Jianhui Wang, Tianyu Shi:
MountainLion: A Multi-Modal LLM-Based Agent System for Interpretable and Adaptive Financial Trading. CoRR abs/2507.20474 (2025) - [i18]Jianhui Wang, Yinda Chen, Yangfan He, Xinyuan Song, Yi Xin, Dapeng Zhang, Zhongwei Wan, Bin Li, Rongchao Zhang:
Low-Cost Test-Time Adaptation for Robust Video Editing. CoRR abs/2507.21858 (2025) - [i17]Ji Wang, Kashing Chen, Xinyuan Song, Ke Zhang, Lynn Ai, Eric Yang, Bill Shi:
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence. CoRR abs/2508.20019 (2025) - [i16]Haoran Xu, Jiacong Hu, Ke Zhang, Lei Yu, Yuxin Tang, Xinyuan Song, Yiqun Duan, Lynn Ai, Bill Shi:
SEDM: Scalable Self-Evolving Distributed Memory for Agents. CoRR abs/2509.09498 (2025) - [i15]Junqiao Wang, Zhaoyang Guan, Guanyu Liu, Tianze Xia, Xianzhi Li, Shuo Yin, Xinyuan Song, Chuhan Cheng, Tianyu Shi, Alex Lee:
Meta-Learning Reinforcement Learning for Crypto-Return Prediction. CoRR abs/2509.09751 (2025) - [i14]Jinwei Su, Yinghui Xia, Qizhen Lan, Xinyuan Song, Chen Chen, JingSong Yang, Lewei He, Tianyu Shi:
Difficulty-Aware Agent Orchestration in LLM-Powered Workflows. CoRR abs/2509.11079 (2025) - [i13]Hongyang He, Xinyuan Song, Yangfan He, Zeyu Zhang, Yanshu Li, Haochen You, Lifan Sun, Wenqiao Zhang:
TRiCo: Triadic Game-Theoretic Co-Training for Robust Semi-Supervised Learning. CoRR abs/2509.21526 (2025) - [i12]Ween Yang, Jason Liu, Suli Wang, Xinyuan Song, Lynn Ai, Eric Yang, Bill Shi:
Lattica: A Decentralized Cross-NAT Communication Framework for Scalable AI Inference and Training. CoRR abs/2510.00183 (2025) - [i11]Xinyuan Song, Keyu Wang, Pengxiang Li, Lu Yin, Shiwei Liu:
Demystifying the Roles of LLM Layers in Retrieval, Knowledge, and Reasoning. CoRR abs/2510.02091 (2025) - [i10]Siyi Wu, Chia Xin Liang, Ziqian Bi, Leyi Zhao, Tianyang Wang, Junhao Song, Yichao Zhang, Keyu Chen, Xinyuan Song:
AutoSurvey2: Empowering Researchers with Next Level Automated Literature Surveys. CoRR abs/2510.26012 (2025) - [i9]Ziqian Bi, Kaijie Chen, Tianyang Wang, Junfeng Hao, Xinyuan Song:
CoT-X: An Adaptive Framework for Cross-Model Chain-of-Thought Transfer and Optimization. CoRR abs/2511.05747 (2025) - [i8]Jingwei Song, Wanyi Chen, Xinyuan Song, Max, Chris Tong, Gufeng Chen, Tianyi Zhao, Eric Yang, Bill Shi, Lynn Ai:
Speculative Decoding in Decentralized LLM Inference: Turning Communication Latency into Computation Throughput. CoRR abs/2511.11733 (2025) - [i7]Chiung-Yi Tseng, Danyang Zhang, Tianyang Wang, Hongying Luo, Lu Chen, Junming Huang, Jibin Guan, Junfeng Hao, Junhao Song, Xinyuan Song, Ziqian Bi:
47B Mixture-of-Experts Beats 671B Dense Models on Chinese Medical Examinations. CoRR abs/2511.21701 (2025) - 2024
- [i6]Keyu Chen, Cheng Fei, Ziqian Bi, Junyu Liu, Benji Peng, Sen Zhang, Xuanhe Pan, Jiawei Xu, Jinlang Wang, Caitlyn Heqi Yin, Yichao Zhang, Pohsun Feng, Yizhu Wen, Tianyang Wang, Ming Li, Jintao Ren, Qian Niu, Silin Chen, Weiche Hsieh, Lawrence KQ Yan, Chia Xin Liang, Han Xu, Hong-Ming Tseng, Xinyuan Song, Ming Liu:
Deep Learning and Machine Learning - Natural Language Processing: From Theory to Application. CoRR abs/2411.05026 (2024) - [i5]Weiche Hsieh, Ziqian Bi, Chuanqi Jiang, Junyu Liu, Benji Peng, Sen Zhang, Xuanhe Pan, Jiawei Xu, Jinlang Wang, Keyu Chen, Pohsun Feng, Yizhu Wen, Xinyuan Song, Tianyang Wang, Ming Liu, Junjie Yang, Ming Li, Bowen Jing, Jintao Ren, Junhao Song, Hong-Ming Tseng, Yichao Zhang, Lawrence KQ Yan, Qian Niu, Silin Chen, Yunze Wang, Chia Xin Liang:
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs. CoRR abs/2412.00800 (2024) - [i4]Weiche Hsieh, Ziqian Bi, Keyu Chen, Benji Peng, Sen Zhang, Jiawei Xu, Jinlang Wang, Caitlyn Heqi Yin, Yichao Zhang, Pohsun Feng, Yizhu Wen, Tianyang Wang, Ming Li, Chia Xin Liang, Jintao Ren, Qian Niu, Silin Chen, Lawrence KQ Yan, Han Xu, Hong-Ming Tseng, Xinyuan Song, Bowen Jing, Junjie Yang, Junhao Song, Junyu Liu, Ming Liu:
Deep Learning, Machine Learning, Advancing Big Data Analytics and Management. CoRR abs/2412.02187 (2024) - [i3]Tianyang Wang, Ziqian Bi, Yichao Zhang, Ming Liu, Weiche Hsieh, Pohsun Feng, Lawrence KQ Yan, Yizhu Wen, Benji Peng, Junyu Liu, Keyu Chen, Sen Zhang, Ming Li, Chuanqi Jiang, Xinyuan Song, Junjie Yang, Bowen Jing, Jintao Ren, Junhao Song, Hong-Ming Tseng, Silin Chen, Yunze Wang, Chia Xin Liang, Jiawei Xu, Xuanhe Pan, Jinlang Wang, Qian Niu:
Deep Learning Model Security: Threats and Defenses. CoRR abs/2412.08969 (2024) - [i2]Tianyang Wang, Ming Liu, Benji Peng, Xinyuan Song, Charles Zhang, Xintian Sun, Qian Niu, Junyu Liu, Silin Chen, Keyu Chen, Ming Li, Pohsun Feng, Ziqian Bi, Yunze Wang, Yichao Zhang, Cheng Fei, Lawrence KQ Yan:
From Bench to Bedside: A Review of Clinical Trials in Drug Discovery and Development. CoRR abs/2412.09378 (2024) - [i1]Benji Peng, Chia Xin Liang, Ziqian Bi, Ming Liu, Yichao Zhang, Tianyang Wang, Keyu Chen, Xinyuan Song, Pohsun Feng:
From Noise to Nuance: Advances in Deep Generative Image Models. CoRR abs/2412.09656 (2024)
Coauthor Index
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