百晓学者学者目录

郑方

研究员、讲师，清华大学

精选作品

期刊论文

2026

基于生成对抗网络和扩散模型的建筑空间生成式设计方法研究

孟宇凡，郑方，黄也桐

《新建筑》

2026

既有冰上场馆低碳改造的归因分析与优化路径研究

姜嫄，郑方，黄也桐，安蒂·劳斯拉赫蒂

《世界建筑》

DOI

2026

运动视觉工效导向的寒地高校体育馆界面优化设计

史立刚，黄恬恬，郑方，李思盈

《世界建筑》

2026

寒冷地区集约空间目标下冰上场馆的空间要素与能耗优化模型研究

李珺杰，金怡淳，韩英杰，郑方，Lauslahti Antti

《绿色建筑》

2026

建筑策划-设计-后评估数据规划与闭环机制研究

黄也桐，高旭冉，王振宇，孟宇凡，郑方

《建筑技艺(中英文)》

2026

Advancing perspectives on proliferative vitreoretinopathy: updates in experimental research and emerging clinical treatments.

Fang Zheng, E. Motulsky, Luiz Roisman, Xiao-Yun Fang, Kanae Fukutsu, C. Wong, V. Barathi, Edmund Y. M. Wong, A. Tsai, Leo A. Kim, G. Tan

Asia - Pacific Journal of Ophthalmology

DOI

2026

Real-World Outcomes After Switching to Faricimab in Patients with Chronic Diabetic Macular Edema at a Tertiary Eye Center in Singapore

Kanae Fukutsu, Rose Ann Goh, Fang Zheng, C. Ong, Anna C. S. Tan, G. C. M. Cheung, B. Fenner, Chan Hiok Hong, C. Chan, Ranjana Muthur, Christy Sun, Farrah Ibrahim, Wiryasaputra Shaan, G. Tan

Ophthalmology and Therapy

DOI

2025

冰上运动场馆冬季光热环境实测与分析

杜晓辉，许玉祯，郑方，赵志远，唐子莹，贾励

《建筑节能(中英文)》

2025

“坚守·创新——应对建筑学的时代挑战”笔谈

庄惟敏，孙一民，汪孝安，桂学文，谭刚毅，李春舫，卢峰，陆晓明，郑方，孟宇凡，王一，陈东华

《新建筑》

2025

建筑全寿期智慧化整合设计方法研究

郑方，王振宇，孟宇凡，李静雅，黄也桐

《世界建筑》

DOI

2024

生成式伪造语音安全问题与解决方案

冯畅，吴晓龙，赵熠扬，徐明星，郑方

《信息安全研究》

2024

冰上场馆低碳关键技术与整合设计方法研究

郑方，姜嫄，王艾，黄也桐，安蒂·劳斯拉赫蒂

《当代建筑》

2024

当代体育建筑的专业化与多样性发展

罗鹏，李兴钢，钱锋，孙一民，陈雄，赵晨，郑方，吴蔚，余炜，田超

《当代建筑》

2023

后双奥时代既有体育建筑多场景运维智慧化整合框架

黄也桐，郑方

《建筑学报》

DOI

2023

新时期体育建筑高质量发展圆桌论坛

黄居正，魏敦山，庄惟敏，梅洪元，张伶伶，李兴钢，孙一民，刘德明，郑方，汤朔宁，钱锋

《建筑学报》

DOI

2023

Rapid flattening of massive hemorrhagic retinal pigment epithelial detachment secondary to polypoidal choroidal vasculopathy after surgery

Fang Zheng, Zhang-Xing Xu, Jingliang He, Ye Liu, Yufeng Xu, Jian Ma, Xiao-Yun Fang

American Journal of Ophthalmology Case Reports

DOI

2022

Advances in swept-source optical coherence tomography and optical coherence tomography angiography

Fang Zheng, Xiaofeng Deng, Qi Zhang, Jingliang He, Panpan Ye, Sha Liu, Peng Li, Jian Zhou, Xiao-Yun Fang

Advances in Ophthalmology Practice and Research

DOI

2022

Ultrawide-field Swept Source-OCT Angiography of Retinitis Pigmentosa.

Fang Zheng, Jingliang He, Xiao-Yun Fang

Ophthalmology (Rochester, Minn.)

DOI

2022

Case Report: Self-Resolved Macular Edema Secondary to Congenital Retinal Macrovessels

Fang Zheng, Kairan Lai, Hou-Fa Yin, Jingliang He, Yufeng Xu, Panpan Ye

Frontiers in Medicine

DOI

2022

OCT biomarkers related to subthreshold micropulse laser treatment effect in central serous chorioretinopathy

Fang Zheng, Jing-Liang He, Zhi-Tao Su, Ye Liu, Yufeng Xu, Lei Liu, Panpan Ye

BMC Ophthalmology

DOI

2021

Microvascular comparison in younger and older patients with retinal vein occlusion analyzed by OCT angiography

Panpan Ye, Tie-Pei Zhu, Fang Zheng, Min Zhou, Xiao-Yun Fang, K. Yao

BMC Ophthalmology

DOI

2019

Imaging of Epiretinal Membranes Using En Face Widefield Swept-Source Optical Coherence Tomography.

E. Motulsky, Fang Zheng, Ying-Ying Shi, José M. B. Garcia, Giovanni Gregori, P. Rosenfeld

Ophthalmic Surgery Lasers and Imaging Retina

DOI

2019

Age-Dependent Changes in the Macular Choriocapillaris of Normal Eyes Imaged with Swept-Source OCT Angiography

Fang Zheng, Qin-Qin Zhang, Ying-Ying Shi, Jonathan F. Russell, E. Motulsky, James T. Banta, Zhong-Di Chu, Hao Zhou, Nimesh A. Patel, L. de Sisternes, M. Durbin, W. Feuer, Giovanni Gregori, Rui-Kang K. Wang, P. Rosenfeld

American journal of ophthalmology-glaucoma

DOI

2019

Widefield Swept-Source Optical Coherence Tomography Angiography of Proliferative Diabetic Retinopathy.

E. Motulsky, Guang-Hui Liu, Ying-Ying Shi, Fang Zheng, H. Flynn, Giovanni Gregori, P. Rosenfeld

Ophthalmic Surgery Lasers and Imaging Retina

DOI

2019

Correlations between Different Choriocapillaris Flow Deficit Parameters in Normal Eyes using Swept Source OCT Angiography

Ying-Ying Shi, Qin-Qin Zhang, Fang Zheng, Jonathan F. Russell, E. Motulsky, James T. Banta, Zhong-Di Chu, Hao Zhou, Nimesh A. Patel, L. de Sisternes, M. Durbin, W. Feuer, Giovanni Gregori, Rui-Kang K. Wang, P. Rosenfeld

American journal of ophthalmology-glaucoma

DOI

2018

OCT Angiography Helps Distinguish Between Proliferative Macular Telangiectasia Type 2 and Neovascular Age-Related Macular Degeneration.

Fang Zheng, E. Motulsky, J. R. de Oliveira Dias, Edith Pérez de López, Giovanni Gregori, P. Rosenfeld

Ophthalmic Surgery Lasers and Imaging Retina

DOI

2018

Detection of Choriocapillaris Loss in Alport Syndrome With Swept-Source OCT Angiography.

S. Swaminathan, Parth Shah, Fang Zheng, Giovanni Gregori, P. Rosenfeld

Ophthalmic Surgery Lasers and Imaging Retina

DOI

2018

Swept-Source OCT Angiography of Multiple Evanescent White Dot Syndrome With Inflammatory Retinal Pigment Epithelial Detachment.

S. Swaminathan, Fang Zheng, Andrew R. Miller, Giovanni Gregori, Janet L. Davis, P. Rosenfeld

Ophthalmic Surgery Lasers and Imaging Retina

DOI

2018

Swept-Source OCT Angiographic Imaging of a Central Retinal Vein Occlusion During Pregnancy.

E. Motulsky, Fang Zheng, Guang-Hui Liu, Giovanni Gregori, P. Rosenfeld

Ophthalmic Surgery Lasers and Imaging Retina

DOI

2018

Anatomic Localization of Type 1 and Type 2 Macular Neovascularization Using Swept-Source OCT Angiography.

E. Motulsky, Fang Zheng, Ying-Ying Shi, Giovanni Gregori, P. Rosenfeld

Ophthalmic Surgery Lasers and Imaging Retina

DOI

2018

Swept-Source OCT Angiography Identifies Choroidal Neovascularization Arising From a Choroidal Nevus.

A. Namavari, Fang Zheng, E. Motulsky, J. R. de Oliveira Dias, Giovanni Gregori, P. Rosenfeld

Ophthalmic Surgery Lasers and Imaging Retina

DOI

2018

Quantifying choriocapillaris flow deficits using global and localized thresholding methods: a correlation study.

Zhong-Di Chu, Qin-Qin Zhang, Hao Zhou, Ying-Ying Shi, Fang Zheng, Giovanni Gregori, P. Rosenfeld, Rui-Kang K. Wang

Quantitative Imaging in Medicine and Surgery

DOI

2018

Widefield Choroidal Thickness Distribution in Normal Eyes

Giovanni Gregori, Fang Zheng, Ying-Ying Shi, E. Motulsky, P. Rosenfeld

2018

A Novel Strategy for Quantifying Choriocapillaris Flow Voids Using Swept-Source OCT Angiography

Qin-Qin Zhang, Fang Zheng, E. Motulsky, Giovanni Gregori, Zhong-Di Chu, Chieh-Li Chen, Chun-Xia Li, L. de Sisternes, M. Durbin, P. Rosenfeld, Rui-Kang K. Wang

Investigative Ophthalmology and Visual Science

DOI

2018

Accurate estimation of choriocapillaris flow deficits beyond normal intercapillary spacing with swept source OCT angiography.

Qin-Qin Zhang, Ying-Ying Shi, Hao Zhou, Giovanni Gregori, Zhong-Di Chu, Fang Zheng, E. Motulsky, L. de Sisternes, M. Durbin, P. Rosenfeld, Rui-Kang K. Wang

Quantitative Imaging in Medicine and Surgery

DOI

2017

Retinal microvascular impairment prior to ganglion cell loss in mild cognitive impairment and Alzheimer’s disease

Hong Jiang, Yan-Tao Wei, Ying-Ying Shi, Xiaoyan Sun, Giovanni Gregori, Fang Zheng, Byron L. Lam, T. Rundek, Jian-Hua Wang

2017

Suspended Scattering Particles in Motion: A Novel Feature of OCT Angiography in Exudative Maculopathies

A. Kashani, Kyle M. Green, J. Kwon, Zhong-Di Chu, Qin-Qin Zhang, Rui-Kang K. Wang, Sean T. Garrity, D. Sarraf, Carl B. Rebhun, N. Waheed, K. B. Schaal, M. Munk, S. Gattoussi, K. Freund, Fang Zheng, Guang-Hui Liu, P. Rosenfeld

Ophthalmology Retina

DOI

2017

Swept Source OCT Angiography of Polypoidal Choroidal Vasculopathy using Boundary Layer Specific Segmentation

Gregory E Stein, Fang Zheng, Ann Q. Tran, J. R. de Oliveira Dias, E. Motulsky, Giovanni Gregori, P. Rosenfeld

2017

Swept-Source OCT Angiography Shows Sparing of the Choriocapillaris in Multiple Evanescent White Dot Syndrome.

Nicolas A. Yannuzzi, S. Swaminathan, Fang Zheng, Andrew R. Miller, Giovanni Gregori, Janet L. Davis, P. Rosenfeld

Ophthalmic Surgery Lasers and Imaging Retina

DOI

2017

Prevalence of Quiescent Neovascularization in Intermediate and Late Non-Exudative Age-Related Macular Degeneration and the Incidence of Subsequent Exudation using Swept-Source Optical Coherence Tomography Angiography

João R. Dias, Qin-Qin Zhang, Luiz Roisman, Fang Zheng, Chieh-Li Chen, Andrew R. Miller, E. Motulsky, Guang-Hui Liu, S. Kubach, L. D. Sisternes, W. Feuer, Giovanni Gregori, M. Durbin, Rui-Kang K. Wang, P. Rosenfeld

2017

Comparison of Neovascular Lesion Area Measurements From Different Swept-Source OCT Angiographic Scan Patterns in Age-Related Macular Degeneration

Fang Zheng, Qin-Qin Zhang, E. Motulsky, J. R. de Oliveira Dias, Chieh-Li Chen, Zhong-Di Chu, Andrew R. Miller, W. Feuer, Giovanni Gregori, S. Kubach, M. Durbin, Rui-Kang K. Wang, P. Rosenfeld

Investigative Ophthalmology and Visual Science

DOI

2017

Projection artifact removal improves visualization and quantitation of macular neovascularization imaged by optical coherence tomography angiography

Qin-Qin Zhang, An-Qi Zhang, Cecilia S. Lee, Aaron Y. Lee, K. Rezaei, Luiz Roisman, Andrew R. Miller, Fang Zheng, G. Gregori, M. Durbin, Lin An, P. Stetson, P. Rosenfeld, Rui-Kang K. Wang

Ophthalmology Retina

DOI

2017

Automated Case-Adaptive Slab Configuration for Visualization of Choroidal Neovascularization in Swept-Source OCT Angiography

L. de Sisternes, H. Bagherinia, S. Kubach, R. Knighton, Fang Zheng, Giovanni Gregori, P. Rosenfeld, M. Durbin

2017

Comparison Between Spectral-Domain and Swept-Source Optical Coherence Tomography Angiographic Imaging of Choroidal Neovascularization

Andrew R. Miller, Luiz Roisman, Qin-Qin Zhang, Fang Zheng, Joao Rafael de Oliveira Dias, Zohar Yehoshua, K. B. Schaal, W. Feuer, Giovanni Gregori, Zhong-Di Chu, Chieh-Li Chen, S. Kubach, Lin An, P. Stetson, M. Durbin, Rui-Kang K. Wang, P. Rosenfeld

Investigative Ophthalmology and Visual Science

DOI

2017

Age-Related Alterations in the Retinal Microvasculature, Microcirculation, and Microstructure

Yan-Tao Wei, Hong Jiang, Ying-Ying Shi, Dong-Yi Qu, Giovanni Gregori, Fang Zheng, T. Rundek, Jian-Hua Wang

Investigative Ophthalmology and Visual Science

DOI

2017

Automated Quantitation of Choroidal Neovascularization: A Comparison Study Between Spectral-Domain and Swept-Source OCT Angiograms

Qin-Qin Zhang, Chieh-Li Chen, Zhong-Di Chu, Fang Zheng, Andrew R. Miller, Luiz Roisman, Joao Rafael de Oliveira Dias, Zohar Yehoshua, K. B. Schaal, W. Feuer, Giovanni Gregori, S. Kubach, Lin An, P. Stetson, M. Durbin, P. Rosenfeld, Rui-Kang K. Wang

Investigative Ophthalmology and Visual Science

DOI

2017

Erratum

Yan-Tao Wei, Hong Jiang, Ying-Ying Shi, Dong-Yi Qu, Giovanni Gregori, Fang Zheng, T. Rundek, Jian-Hua Wang

Investigative Ophthalmology and Visual Science

DOI

2017

Natural History of Subclinical Neovascularization in Nonexudative Age-Related Macular Degeneration Using Swept-Source OCT Angiography

J. R. de Oliveira Dias, Qin-Qin Zhang, José M. B. Garcia, Fang Zheng, E. Motulsky, Luiz Roisman, Andrew R. Miller, Chieh-Li Chen, S. Kubach, L. de Sisternes, M. Durbin, W. Feuer, Rui-Kang K. Wang, Giovanni Gregori, P. Rosenfeld

Ophthalmology (Rochester, Minn.)

DOI

2017

PM Functional and Structural Effects of Nd : YAG laser for Vitreous Floaters

Hong Jiang, Yan-Tao Wei, Ying-Ying Shi, Xiaoyan Sun, Giovanni Gregori, Fang Zheng, Byron L. Lam, T. Rundek, Jian-Hua Wang, R. Mastey, K. M. Litts, Margaret R. Strampe, C. Langlo, Emily J. Patterson, M. Wilk, J. Carroll

2017

Correlations Between the Volumes of Fibrovascular Retinal Pigment Epithelial Detachments and the Areas of Type 1 Choroidal Neovascularization in Age-related Macular Degeneration using OCT imaging

E. Motulsky, Gregory E Stein, Qin-Qin Zhang, Chieh-Li Chen, Fang Zheng, Guangui Liu, J. R. de Oliveira Dias, W. Feuer, Rui-Kang K. Wang, Giovanni Gregori, P. Rosenfeld

2017

Congress Abstracts

J. R. de Oliveira Dias, Qin-Qin Zhang, José M. B. Garcia, Fang Zheng, E. Motulsky, Luiz Roisman, Andrew R. Miller, Chieh-Li Chen, S. Kubach, L. de Sisternes, M. Durbin, W. Feuer, Rui-Kang K. Wang, Giovanni Gregori, P. Rosenfeld

DOI

2017

Altered macular microvasculature in mild cognitive impairment and Alzheimer disease

Hong Jiang, Yan-Tao Wei, Ying-Ying Shi, C. Wright, Xiaoyan Sun, Giovanni Gregori, Fang Zheng, Elizabeth A. Vanner, Byron L. Lam, T. Rundek, Jian-Hua Wang

Journal of neuro-ophthalmology

DOI

2017

Optical coherence tomography angiography: A comprehensive review of current methods and clinical applications

A. Kashani, Chieh-Li Chen, J. Gahm, Fang Zheng, G. Richter, P. Rosenfeld, Yonggang Shi, Rui-Kang K. Wang

Progress in retinal and eye research

DOI

2016

Ophthalmic Surgery Lasers and Imaging Retina: Introduction.

Fang Zheng, Luiz Roisman, K. B. Schaal, Andrew R. Miller, Gillian Robbins, Giovanni Gregori, P. Rosenfeld

Ophthalmic Surgery Lasers and Imaging Retina

DOI

2016

Choroidal Thickness and Choroidal Vessel Density in Nonexudative Age-Related Macular Degeneration Using Swept-Source Optical Coherence Tomography Imaging

Fang Zheng, Giovanni Gregori, K. B. Schaal, Andrew D. Legarreta, Andrew R. Miller, Luiz Roisman, W. Feuer, P. Rosenfeld

Investigative Ophthalmology and Visual Science

DOI

2016

ZEISS Angioplex™ Spectral Domain Optical Coherence Tomography Angiography: Technical Aspects.

P. Rosenfeld, M. Durbin, Luiz Roisman, Fang Zheng, Andrew R. Miller, Gillian Robbins, K. B. Schaal, Giovanni Gregori

Developments in ophthalmology

DOI

2016

Retinal microvascular network and microcirculation assessments in high myopia

Min Li, Ye Yang, Hong Jiang, Giovanni Gregori, Luiz Roisman, Fang Zheng, Bi-Lian Ke, Dong-Yi Qu, Jian-Hua Wang

American journal of ophthalmology-glaucoma

DOI

2016

Widefield Swept Source OCT Choroidal Thickness Maps and Choroidal Vessel Distribution in Eyes with Dry Age-Related Macular Degeneration

Andrew R. Miller, Fang Zheng, K. B. Schaal, Luiz Roisman, Andrew Legarretta, W. Feuer, P. Rosenfeld, Giovanni Gregori

2016

Type 1 Choroidal Neovascularization Underlying Drusen in Non-Exudative AMD: Artifact versus Reality

Fang Zheng, Luiz Roisman, Andrew R. Miller, K. B. Schaal, Gillian Robbins, Giovanni Gregori, P. Rosenfeld

2016

Original articleOptical Coherence Tomography Angiography of Asymptomatic Neovascularization in Intermediate Age-Related Macular Degeneration

Luiz Roisman, Qin-Qin Zhang, Rui-Kang K. Wang, Giovanni Gregori, An-Qi Zhang, Chieh-Li Chen, M. Durbin, Lin An, P. Stetson, Gillian Robbins, Andrew R. Miller, Fang Zheng, P. Rosenfeld

DOI

2013

语音识别中听觉特征的噪声鲁棒性分析

李银国，欧阳希子，郑方

《清华大学学报(自然科学版)》

2011

言语信息处理的进展

蔡莲红，贾珈，郑方

《中文信息学报》

2011

面向多口音语音识别的声学模型重构

张超，刘轶，郑方

《清华大学学报(自然科学版)》

DOI

2010

嵌入式文本相关说话人识别算法的研究与开发

郭皓婷，郑方，罗灿华，李银国

《中文信息学报》

2008

基于小数据量的方言普通话语音识别声学建模

刘林泉，郑方，吴文虎

《清华大学学报(自然科学版)》

2006

一个基于文本输入的口语对话系统的新的实现策略

刘智博，Michael Brasser，郑方，徐明星

《计算机科学》

2006

基于混合幅度差函数的基音提取算法

刘建，郑方，邓菁，吴文虎

《电子学报》

2006

基于trigram语体特征分类的语言模型自适应方法

梁奇，郑方，徐明星，吴文虎

《中文信息学报》

2004

汉语连续语音识别中上下文相关的声韵母建模

李净，郑方，张继勇，吴文虎

《清华大学学报(自然科学版)》

2003

语音识别中基于两层词法树的跨词搜索算法

张国亮，徐明星，李净，郑方，吴文虎

《清华大学学报(自然科学版)》

2003

基于主题森林结构的对话管理模型

邬晓钧，郑方，徐明星

《自动化学报》

2002

一种在线递增式语言模型自适应方法

吴根清，郑方，金凌，吴文虎

《中文信息学报》

2002

基于子带信息的鲁棒语音特征提取框架

张欣研，王帆，郑方，徐明星，吴文虎

《中文信息学报》

2001

距离加权统计语言模型及其应用

金凌，吴文虎，郑方，吴根清

《中文信息学报》

2001

校园导航系统Easy Nav的设计与实现

黄寅飞，郑方，燕鹏举，徐明星，吴文虎

《中文信息学报》

2000

汉语连续语音识别系统与知识导引的搜索策略研究

宋战江，郑方，徐明星，武健，吴文虎

《自动化学报》

1997

汉语语音听写机中语音识别模型的研究

郑方，吴文虎，方棣棠

《清华大学学报(自然科学版)》

1992

基于汉语语音特点的大词表语音识别系统的研究

李建民，赵彤青，郑方，方棣棠，吴文虎

《计算机学报》

会议论文

2025

生成式大模型与空间计算在建筑策划与设计教学中的探索与实践

黄也桐，李静雅，郑方

《2023-2025中国高等学校建筑教育学术研讨会论文集》

DOI

2013

基于Gammatone特征的鲁棒语音识别研究

李银国，欧阳希子，郑方

《第十二届全国人机语音通讯学术会议（NCMMSC'2013）》

2001

基于支持向量机的语音识别研究

苏毅，吴文虎，郑方，方棣棠

《第六届全国人机语音通讯学术会议论文集》

2001

基于两层词法树的大词表连续语音识别搜索算法

张国亮，郑方，吴文虎

《第六届全国人机语音通讯学术会议》

2001

汉语连续语音识别中声学模型基元比较:音节、音素、声韵母

李净，徐明星，张继勇，郑方，吴文虎，方棣棠

《第六届全国人机语音通讯学术会议论文集》

1998

连续语音识别中的搜索策略

郑方，徐明星，吴文虎

《第五届全国人机语音通讯学术会议》

1996

汉语语音听写机中的语音识别基元

郑方，吴文虎，方棣棠

《第四届全国人机语音通讯学术会议（NCMMSC1996）论文集》

预印本

2026

CONTRA: Discovering and Qualifying Behavior-Changing Questions for Selective Clarification in LLM Code Generation

Zheng Fang, Yongmin Li, Yichang Zhang, Dongming Jin, Haoyu Wang, Shuai Wang, Zhi Jin, Ge Li

arXiv preprint

2026

MetaToolAgent: Towards Generalizable Tool Usage in LLMs through Meta-Learning

Zheng Fang, Wolfgang Mayer, Zeyu Zhang, Jian Wang, Hong-Yu Zhang, Wanli Li, Zaiwen Feng

arXiv preprint

2026

ClarifyCodeBench: Evaluating LLMs on Clarifying Ambiguous Requirements for Code Generation

Zheng Fang, Dongming Jin, Yihong dong, Yongmin Li, Kechi Zhang, Zhi Jin, Ge Li

arXiv preprint

2026

SurgFed: Language-guided Multi-Task Federated Learning for Surgical Video Understanding

Zheng Fang, Ziwei Niu, Ziyue Wang, Zhu Zhuo, Haofeng Liu, Shuyang Qian, Jun Xia, Yueming Jin

arXiv preprint

2026

IntentCoding: Amplifying User Intent in Code Generation

Zheng Fang, Yihong Dong, Lili Mou, Dongming Jin, Zhi Jin, Ge Li

arXiv preprint

2026

NMRGym: A Comprehensive Benchmark for Nuclear Magnetic Resonance Based Molecular Structure Elucidation

Zheng Fang, Chen Yang, Hai-tao Yu, Haoming Luo, Haitao He, Jiaqing Xie, Zhuo Yang, Jun Xia

arXiv preprint

2026

Sparse Tokens Suffice: Jailbreaking Audio Language Models via Token-Aware Gradient Optimization

Zheng Fang, Xiaosen Wang, Shenyi Zhang, Shaokang Wang, Zhijin Ge

arXiv preprint

2026

Towards Generalizable and Evidential Nuclear Magnetic Resonance-Based Molecular Structure Elucidation via Large Language Model Agent

Zheng Fang, Chen Yang, Yusen Tan, Yunpeng Zhao, Fanjie Xu, Hongxin Xiang, Hanyu Sun, Hanyu Gao, Xiaojian Wang, Wenjie Du, Yuqiang Li, Jun Xia

arXiv preprint

2026

Principal-timestep Restricted Init via Sparse Matrix-decomposition in Flow-matching

Jiayang Gu, Zheng Fang, Lichaun Xiang, Fanghui Liu, Xu Cai, Hongkai Wen

arXiv preprint

2026

ReqElicitGym: An Evaluation Environment for Interview Competence in Conversational Requirements Elicitation

Dongming Jin, Zhi Jin, Zheng Fang, Linyu Li, XiaoTian Yang, Yuanpeng He, Xiaohong Chen

arXiv preprint

2026

Devling into Adversarial Transferability on Image Classification: Review, Benchmark, and Evaluation

Xiaosen Wang, Zhijin Ge, Bohan Liu, Zheng Fang, Fengfan Zhou, Ruixuan Zhang, Shaokang Wang, Yuyang Luo

arXiv preprint

2026

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology

Dongming Jin, Zhi Jin, Yaotian Yang, Linyu Li, Zheng Fang, Yuanpeng He, Wenchun Jing, Xiaohong Chen

arXiv preprint

2026

AGPO: Asymmetric Group Policy Optimization for Verifiable Reasoning and Search Ads Relevance at JD

Yang Xu, Kun Yao, Yiming Deng, Zheng Fang, Kai Ming Ting, Ming Pang

arXiv preprint

2026

MM-Spectrum: Multimodal Multi-spectral Molecular Structural Elucidation with a Stable MoE Framework

Hai-tao Yu, Nan Min, Zheng Fang, Hongyu Zhan, Yusen Tan, Yuhan Wang, Jun Xia

arXiv preprint

2026

A large-scale foundation model enables simulation-to-real adaptation for nuclear magnetic resonance-based molecular structure analysis

Chen Yang, Zheng Fang, Hanyu Sun, Fanjie Xu, Hongxin Xiang, Hanyu Gao, Xiangxiang Zeng, Yuqiang Li, Xiaojian Wang, Jun Xia

arXiv preprint

2026

Simulation-to-real transfer learning for infrared spectroscopic chemical sensing and analysis from molecules to complex samples

Yusen Tan, Yixuan Chen, Zheng Fang, Pan Liu, Yifan Li, Qinyu Guo, Zhedong Lin, Yuqiang Li, Xiangxiang Zeng, Tong Wang, Jun Xia

arXiv preprint

2025

A Needle in a Haystack: Intent-driven Reusable Artifacts Recommendation with LLMs

Dongming Jin, Zhi Jin, Xiaohong Chen, Zheng Fang, Linyu Li, Yuanpeng He, Jia Li, Yirang Zhang, Yingtao Fang

arXiv preprint

2025

Selective Masking Adversarial Attack on Automatic Speech Recognition Systems

Zheng Fang, Shenyi Zhang, Tao Wang, Bowen Li, Lingchen Zhao, Zhangyi Wang

arXiv preprint

2025

Spatio-Temporal Representation Decoupling and Enhancement for Federated Instrument Segmentation in Surgical Videos

Zheng Fang, Xiaoming Qi, Chun-Mei Feng, Jialun Pei, Weixin Si, Yueming Jin

arXiv preprint

DOI

2025

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation

Zheng Fang, Lichuan Xiang, Xu Cai, Kaicheng Zhou, Hongkai Wen

arXiv preprint

2025

Large Language Model Unlearning for Source Code

Xue Jiang, Yihong Dong, Huangzhao Zhang, Tangxinyu Wang, Zheng Fang, Yingwei Ma, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Yongbin Li, Ge Li

arXiv preprint

2025

ADORE: Autonomous Domain-Oriented Relevance Engine for E-commerce

Zheng Fang, Donghao Xie, Ming Pang, Chunyuan Yuan, Xue Jiang, Changping Peng, Zhangang Lin, Zheng Luo

arXiv preprint

2025

Reinforcement Learning on Pre-Training Data

Siheng Li, Kejiao Li, Zenan Xu, Guanhua Huang, Evander Yang, Kun Li, Haoyuan Wu, Jiajia Wu, Zihao Zheng, Chenchen Zhang, Kun Shi, Kyrierl Deng, Qi Yi, Ruibin Xiong, Tingqiang Xu, Yuhao Jiang, Jianfeng Yan, Yuyuan Zeng, Guanghui Xu, Jinbao Xue, Zhijiang Xu, Zheng Fang, Shuai Li, Qibin Liu, Xiaoxue Li, Zhuoyu Li, Yangyu Tao, Fei Gao, Cheng Jiang, Bo Chao Wang, Kai Liu, Jianchen Zhu, Wai Lam, Wayyt Wang, Bo Zhou, Di Wang

arXiv preprint

2025

A Semi-supervised Scalable Unified Framework for E-commerce Query Classification

Chunyuan Yuan, Chong Zhang, Zheng Fang, Ming Pang, Xue Jiang, Changping Peng, Zhangang Lin, Ching Law

arXiv preprint

2025

Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought

Tencent Hunyuan Team, Ao Liu, Botong Zhou, Can Xu, Chayse Zhou, ChenChen Zhang, Chengcheng Xu, Chenhao Wang, Decheng Wu, Dengpeng Wu, Dian Jiao, Dong Du, Dong Wang, Feng Zhang, Fengzong Lian, Guanghui Xu, Guanwei Zhang, Hai Wang, Haipeng Luo, Han Hu, Huilin Xu, Jiajia Wu, Jianchen Zhu, Jianfeng Yan, Jiaqi Zhu, Jihong Zhang, Jinbao Xue, Jun Xia, Junqiang Zheng, Kai Liu, Kai Zhang, Kai Zheng, Kejiao Li, Keyao Wang, Lan Jiang, Lixin Liu, Lulu Wu, Mengyuan Huang, Peijie Yu, Peiqi Wang, Qian Wang, Qianbiao Xiang, Qibin Liu, Qingfeng Sun, Richard Guo, Ruobing Xie, Saiyong Yang, Shaohua Chen, Shihui Hu, Shuai Li, Shuaipeng Li, Shuang Chen, Suncong Zheng, Tao Yang, Tian Zhang, Tinghao Yu, Weidong Han, Weijie Liu, Weijin Zhou, Weikang Wang, Wesleye Chen, Xiao Feng, Xiaoqin Ren, Xingwu Sun, Xiong Kuang, Xuemeng Huang, Xun Cao, Yanfeng Chen, Yang Du, Zhen Yang, Yangyu Tao, Yaping Deng, Yi Shen, Yigeng Hong, Yiqi Chen, Yiqing Huang, Yuchi Deng, Yue Mao, Yulong Wang, Yuyuan Zeng, Zenan Xu, Zhanhui Kang, Zhe Zhao, ZhenXiang Yan, Zheng Fang, Zhichao Hu, Zhongzhi Chen, Zhuoyu Li, Zongwei Li, Alex Yan, Ande Liang, Baitong Liu, Beiping Pan, Bin Xing, Binghong Wu, Bingxin Qu, Bolin Ni, Boyu Wu, Chen Li, Cheng Jiang, Cheng Zhang, Chengjun Liu, Chengxu Yang, Chengzhong Xu, Chiyu Wang, Chong Zha, Daisy Yi, Di Wang, Fanyang Lu, Fei Chen, Feifei Liu, Feng Zheng, Guanghua Yu, Guiyang Li, Guohua Wang, Haisheng Lin, Han Liu, Han Wang, Hao Fei, Hao Lu, Haoqing Jiang, Haoran Sun, Haotian Zhu, Huangjin Dai, Huankui Chen, Huawen Feng, Huihui Cai, Huxin Peng, Jackson Lv, Jiacheng Shi, Jiahao Bu, Jianbo Li, Jianglu Hu, Jiangtao Guan, Jianing Xu, Jianwei Cai, Jiarong Zhang, Jiawei Song, Jie Jiang, Jie Liu, Jieneng Yang, Jihong Zhang, Jin lv, Jing Zhao, Jinjian Li, Jinxing Liu, Jun Zhao, Juntao Guo, Kai Wang, Kan Wu, Lei Fu, Lei He, Lei Wang, Li Liu, Liang Dong, Liya Zhan, Long Cheng, Long Xu, Mao Zheng, Meng Liu, Mengkang Hu, Nanli Chen, Peirui Chen, Peng He, Pengju Pan, Pengzhi Wei, Qi Yang, Qi Yi, Roberts Wang, Rongpeng Chen, Rui Sun, Rui Yang, Ruibin Chen, Ruixu Zhou, Shaofeng Zhang, Sheng Zhang, Shihao Xu, Shuaishuai Chang, Shulin Liu, SiQi Wang, Songjia Feng, Songling Yuan, Tao Zhang, Tianjiao Lang, Tongkai Li, Wei Deng, Wei Li, Weichao Wang, Weigang Zhang, Weixuan Sun, Wen Ouyang, Wenxiang Jiao, Wenzhi Sun, Wenzhuo Jia, Xiang Zhang, Xiangyu He, Xianshun Ren, XiaoYing Zhu, Xiaolong Guo, Xiaoxue Li, Xiaoyu Ma, Xican Lu, Xinhua Feng, Xinting Huang, Xinyu Guan, Xirui Li, Xu Zhang, Xudong Gao, Xun Luo, Xuxiang Qi, Yangkun Chen, Yangyu Tao, Yanling Xiao, Yantao Mai, Yanze Chen, Yao Ding, Yeting Yang, YiFan Song, Yifan Yang, Yijiao Zhu, Yinhe Wu, Yixian Liu, Yong Yang, Yuanjun Cai, Yuanlin Tu, Yue Zhang, Yufei Huang, Yuhang Zhou, Yuhao Jiang, Yuhong Liu, Yuhui Hu, Yujin Lin, Yun Yang, Yunhao Wang, Yusong Zhang, Zekun Wu, Zelong Zhang, Zhan Yu, Zhaoliang Yang, Zhe Zhao, Zheng Li, Zhenyu Huang, Zhiguang Liu, Zhijiang Xu, Zhiqing Kui, Zhiyin Zeng, Zhiyuan Xiong, Zhuo Han, Zifan Wu, Zigang Geng, Zilong Zhao, Ziyan Tang, Ziyuan Zhu, Zonglei Zhu, Zhijiang Xu

arXiv preprint

2025

UserTrace: User-Level Requirements Generation and Traceability Recovery from Software Project Repositories

Dongming Jin, Zhi Jin, Yiran Zhang, Zheng Fang, Linyu Li, Yuanpeng He, Xiaohong Chen, Weisong Sun

arXiv preprint

2025

SilverTorch: A Unified Model-based System to Democratize Large-Scale Recommendation on GPUs

Bi Xue, Hong Wu, Lei Chen, Chao Yang, Yiming Ma, Fei Ding, Zhen Wang, Liang Wang, Xiaoheng Mao, Ke Huang, Xialu Li, Peng Xia, Rui Jian, Yanli Zhao, Yanzun Huang, Yijie Deng, Harry Tran, Ryan Chang, Min Yu, Eric Dong, Jiazhou Wang, Qianqian Zhang, Keke Zhai, Hongzhang Yin, Pawel Garbacki, Jiaqi Zhai, Zheng Fang, Yiyi Pan, Min Ni, Kevin Greer, Rui Zhang, Yang Liu

arXiv preprint

DOI

2025

JBShield: Defending Large Language Models from Jailbreak Attacks through Activated Concept Analysis and Manipulation

Shenyi Zhang, Yuchen Zhai, Keyan Guo, Hongxin Hu, Shengnan Guo, Zheng Fang, Lingchen Zhao, Chao Shen, Cong Wang, Qian Wang

arXiv preprint

2025

A System Model Generation Benchmark from Natural Language Requirements

Dongming Jin, Zhi Jin, Linyu Li, Zheng Fang, Jia Li, Xiaohong Chen

arXiv preprint

2025

Multi-objective Aligned Bidword Generation Model for E-commerce Search Advertising

Zhenhui Liu, Chunyuan Yuan, Ming Pang, Zheng Fang, Li Yuan, Xue Jiang, Changping Peng, Zhangang Lin, Zheng Luo, Jingping Shao

arXiv preprint

2025

Generative Retrieval and Alignment Model: A New Paradigm for E-commerce Retrieval

Ming Pang, Chunyuan Yuan, Xiaoyu He, Zheng Fang, Donghao Xie, Fanyi Qu, Xue Jiang, Changping Peng, Zhangang Lin, Ching Law, Jingping Shao

arXiv preprint

2025

Automated Concern Extraction from Textual Requirements of Cyber-Physical Systems: A Multi-solution Study

Dongming Jin, Zhi Jin, Xiaohong Chen, Zheng Fang, Linyu Li, Shengxin Zhao, Chuihui Wang, Hongbin Xiao

arXiv preprint

2024

An Evaluation of Requirements Modeling for Cyber-Physical Systems via LLMs

Dongming Jin, Shengxin Zhao, Zhi Jin, Xiaohong Chen, Chunhui Wang, Zheng Fang, Hongbin Xiao

arXiv preprint

2024

StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Junming Lin, Zheng Fang, Chi Chen, Zihao Wan, Fuwen Luo, Peng Li, Yang Liu, Maosong Sun

arXiv preprint

2024

Zero-Query Adversarial Attack on Black-box Automatic Speech Recognition Systems

Zheng Fang, Tao Wang, Lingchen Zhao, Shenyi Zhang, Bowen Li, Yunjie Ge, Qi Li, Chao Shen, Qian Wang

arXiv preprint

2024

Hijacking Attacks against Neural Networks by Analyzing Training Data

Yunjie Ge, Qian Wang, Huayang Huang, Qi Li, Cong Wang, Chao Shen, Lingchen Zhao, Peipei Jiang, Zheng Fang, Shenyi Zhang

arXiv preprint

2024

Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling

Shuaipeng Li, Penghao Zhao, Hailin Zhang, Xingwu Sun, Hao Wu, Dian Jiao, Weiyan Wang, Chengjun Liu, Zheng Fang, Jinbao Xue, Yangyu Tao, Bin Cui, Di Wang

arXiv preprint

2024

Model Composition for Multimodal Large Language Models

Chi Chen, Yiyang Du, Zheng Fang, Ziyue Wang, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu

arXiv preprint

2024

A Semi-supervised Multi-channel Graph Convolutional Network for Query Classification in E-commerce

Chunyuan Yuan, Ming Pang, Zheng Fang, Xue Jiang, Changping Peng, Zhangang Lin

arXiv preprint

2024

Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Zhimin Li, Jianwei Zhang, Qin Lin, Jiangfeng Xiong, Yanxin Long, Xinchi Deng, Yingfang Zhang, Xingchao Liu, Minbin Huang, Zedong Xiao, Dayou Chen, Jiajun He, Jiahao Li, Wenyue Li, Chen Zhang, Rongwei Quan, Jianxiang Lu, Jiabin Huang, Xiaoyan Yuan, Xiaoxiao Zheng, Yixuan Li, Jihong Zhang, Chao Zhang, Meng Chen, Jie Liu, Zheng Fang, Weiyan Wang, Jinbao Xue, Yangyu Tao, Jianchen Zhu, Kai Liu, Sihuan Lin, Yifu Sun, Yun Li, Dongdong Wang, Mingtao Chen, Zhichao Hu, Xiao Xiao, Yan Chen, Yuhong Liu, Wei Liu, Di Wang, Yong Yang, Jie Jiang, Qinglin Lu

arXiv preprint

2024

DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories

Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li

arXiv preprint

2024

DevEval: Evaluating Code Generation in Practical Software Projects

Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Zhi Jin, Hao Zhu, Huanyu Liu, Kaibo Liu, Lecheng Wang, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yihong Dong, Yuqi Zhu, Bin Gu, Mengfei Yang

arXiv preprint

2023

Towards Better Query Classification with Multi-Expert Knowledge Condensation in JD Ads Search

Kun-Peng Ning, Ming Pang, Zheng Fang, Xue Jiang, Xi-Wei Zhao, Chang-Ping Peng, Zhan-Gang Lin, Jing-He Hu, Jing-Ping Shao

arXiv preprint

2023

Self-planning Code Generation with Large Language Models

Xue Jiang, Yihong Dong, Lecheng Wang, Zheng Fang, Qiwei Shang, Ge Li, Zhi Jin, Wenpin Jiao

arXiv preprint

2022

Iota: A Framework for Analyzing System-Level Security of IoTs

Zheng Fang, Hao Fu, Tianbo Gu, Pengfei Hu, Jinyue Song, Trent Jaeger, Prasant Mohapatra

arXiv preprint

2021

Unrestricted Adversarial Attacks on ImageNet Competition

Yuefeng Chen, Xiaofeng Mao, Yuan He, Hui Xue, Chao Li, Yinpeng Dong, Qi-An Fu, Xiao Yang, Wenzhao Xiang, Tianyu Pang, Hang Su, Jun Zhu, Fangcheng Liu, Chao Zhang, Hongyang Zhang, Yichi Zhang, Shilong Liu, Chang Liu, Wenzhao Xiang, Yajie Wang, Huipeng Zhou, Haoran Lyu, Yidan Xu, Zixuan Xu, Taoyu Zhu, Wenjun Li, Xianfeng Gao, Guoqiu Wang, Huanqian Yan, Ying Guo, Chaoning Zhang, Zheng Fang, Yang Wang, Bingyang Fu, Yunfei Zheng, Yekui Wang, Haorong Luo, Zhen Yang

arXiv preprint

2020

IoTGaze: IoT Security Enforcement via Wireless Context Analysis

Tianbo Gu, Zheng Fang, Allaukik Abhishek, Hao Fu, Pengfei Hu, Prasant Mohapatra

arXiv preprint

2020

Blockchain Meets COVID-19: A Framework for Contact Information Sharing and Risk Notification System

Jinyue Song, Tianbo Gu, Zheng Fang, Xiaotao Feng, Yunjie Ge, Hao Fu, Pengfei Hu, Prasant Mohapatra

arXiv preprint

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