Zhengyang Wang

148 papers A* 24A 2B 3C 1Misc 1Journal 97Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A domain knowledge-enhanced MBSE framework for developing knowledge-based inspection systems: A case study on overhead crane inspection. Comput. Ind. Eng. Chao Yang, Xiaodu Hu, Zhengyang Wang, Shouxuan Wu, Jinzhi Lu, Lei Feng, Dimitris Kiritsis, Kari Tammi
2026	J	`jnl`	Beyond Parameter Arithmetic: Sparse Complementary Fusion for Distribution-Aware Model Merging. CoRR Weihong Lin, Lin Sun, Qilong Shi, Aomufei Yuan, Yuxuan Tian, Zhengyang Wang, Guangxiang Zhao, Xiangzheng Zhang, Tong Yang
2026	J	`jnl`	DiffKGW: Stealthy and Robust Diffusion Model Watermarking. Trans. Mach. Learn. Res. Tianxin Wei, Ruizhong Qiu, Yifan Chen, Yunzhe Qi, Jiacheng Lin, Wenxuan Bao, Wenju Xu, Sreyashi Nag, Ruirui Li, Hanqing Lu, Zhengyang Wang, Chen Luo, Hui Liu, Suhang Wang, Jingrui He, Qi He, Xianfeng Tang
2026	J	`jnl`	HeaPA: Difficulty-Aware Heap Sampling and On-Policy Query Augmentation for LLM Reinforcement Learning. CoRR Weiqi Wang, Xin Liu, Binxuan Huang, Hejie Cui, Rongzhi Zhang, Changlong Yu, Shuowei Jin, Jingfeng Yang, Qingyu Yin, Zhengyang Wang, Zheng Li, Yifan Gao, Priyanka Nigam, Bing Yin, Lihong Li, Yangqiu Song
2026	J	`jnl`	Leveraging historical information to boost retrieval-augmented generation in conversations. Inf. Process. Manag. Fengran Mo, Yifan Gao, Zhuofeng Wu, Xin Liu, Pei Chen, Zheng Li, Zhengyang Wang, Xian Li, Meng Jiang, Jian-Yun Nie
2026	J	`jnl`	Muon+: Towards Better Muon via One Additional Normalization Step. CoRR Ruijie Zhang, Yequan Zhao, Ziyue Liu, Zhengyang Wang, Zheng Zhang
2026	J	`jnl`	Retrieval-Augmented Sketch-Guided 3D Building Generation. CoRR Zhengyang Wang, Nuttapong Rochanavibhata, Yuxiao Ren, Xusheng Du, Ye Zhang, Haoran Xie
2026	J	`jnl`	Sketch-Based Facade Renovation With Generative AI: A Streamlined Framework for Bypassing As-Built Modelling in Industrial Adaptive Reuse. CoRR Warissara Booranamaitree, Xusheng Du, Yushu Cai, Zhengyang Wang, Ye Zhang, Haoran Xie
2026	J	`jnl`	Sketch-guided stylized landscape cinemagraph synthesis. Comput. Graph. Hao Jin, Hengyuan Chang, Xiaoxuan Xie, Zhengyang Wang, Xusheng Du, Shaojun Hu, Haoran Xie
2026	J	`jnl`	TEON: Tensorized Orthonormalization Beyond Layer-Wise Muon for Large Language Model Pre-Training. CoRR Ruijie Zhang, Yequan Zhao, Ziyue Liu, Zhengyang Wang, Dongyang Li, Yupeng Su, Sijia Liu, Zheng Zhang
2025	—	`conf`	ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations. NAACL (Long Papers) Yichuan Li, Xinyang Zhang, Chenwei Zhang, Mao Li, Tianyi Liu, Pei Chen, Yifan Gao, Kyumin Lee, Kaize Ding, Zhengyang Wang, Zhihan Zhang, Jingbo Shang, Xian Li, Trishul Chilimbi
2025	A*	`conf`	Assessing and Post-Processing Black Box Large Language Models for Knowledge Editing. WWW Xiaoshuai Song, Zhengyang Wang, Keqing He, Guanting Dong, Yutao Mou, Jinxu Zhao, Weiran Xu
2025	J	`jnl`	BOOST: BOttleneck-Optimized Scalable Training Framework for Low-Rank Large Language Models. CoRR Zhengyang Wang, Ziyue Liu, Ruijie Zhang, Avinash Maurya, Paul D. Hovland, Bogdan Nicolae, Franck Cappello, Zheng Zhang
2025	—	`conf`	Bidirectional Multi-Hop Expansion Challenges in Knowledge Editing for Large Language Models. CSAI Zhengyang Wang, Haoxu Wang, Chao Wang, Weiran Xu
2025	J	`jnl`	CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter. CoRR Zihang Li, Yangdong Ruan, Wenjun Liu, Zhengyang Wang, Tong Yang
2025	A*	`conf`	CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery. ICLR Xiaoshuai Song, Muxi Diao, Guanting Dong, Zhengyang Wang, Yujia Fu, Runqi Qiao, Zhexu Wang, Dayuan Fu, Huangxuan Wu, Bin Liang, Weihao Zeng, Yejie Wang, Zhuoma Gongque, Jianing Yu, Qiuna Tan, Weiran Xu
2025	—	`conf`	Can Language Models Follow Multiple Turns of Entangled Instructions? EMNLP (Findings) Chi Han, Xin Liu, Haodong Wang, Shiyang Li, Jingfeng Yang, Haoming Jiang, Zhengyang Wang, Qingyu Yin, Liang Qiu, Changlong Yu, Yifan Gao, Zheng Li, Bing Yin, Jingbo Shang, Heng Ji
2025	A*	`conf`	CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation. EMNLP Ziyue Liu, Ruijie Zhang, Zhengyang Wang, Mingsong Yan, Zi Yang, Paul D. Hovland, Bogdan Nicolae, Franck Cappello, Sui Tang, Zheng Zhang
2025	J	`jnl`	CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation. CoRR Ziyue Liu, Ruijie Zhang, Zhengyang Wang, Zi Yang, Paul D. Hovland, Bogdan Nicolae, Franck Cappello, Zheng Zhang
2025	J	`jnl`	Domain adaptive person re-identification via homogeneous hierarchical progressive adaptation and multi-view consistency. Adv. Eng. Informatics Zhengyang Wang, Xiufen Ye, Xue Shang, Shuxiang Guo
2025	J	`jnl`	Domain adaptive person re-identification with noise optimization and dynamic weighting. Appl. Soft Comput. Zhengyang Wang, Xiufen Ye, Xue Shang, Shuxiang Guo
2025	—	`conf`	DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning. EMNLP (Findings) Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin, Jingfeng Yang, Xin Liu, Zhengyang Wang, Xianfeng Tang, Shiyang Li, Xiang He, Ruijie Wang, Bing Yin, Xiao Gu, Lei A. Clifton, David A. Clifton
2025	A*	`conf`	Dual Semantic Guidance for Open Vocabulary Semantic Segmentation. CVPR Zhengyang Wang, Tingliang Feng, Fan Lyu, Fanhua Shang, Wei Feng, Liang Wan
2025	J	`jnl`	From Architectural Sketch to Conceptual Representation: Using Structure-Aware Diffusion Model to Generate Renderings of School Buildings. CoRR Zhengyang Wang, Hao Jin, Xusheng Du, Yuxiao Ren, Ye Zhang, Haoran Xie
2025	—	`conf`	Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training. NAACL (Long Papers) Yuchen Zhuang, Jingfeng Yang, Haoming Jiang, Xin Liu, Kewei Cheng, Sanket Lokegaonkar, Yifan Gao, Qing Ping, Tianyi Liu, Binxuan Huang, Zheng Li, Zhengyang Wang, Pei Chen, Ruijie Wang, Rongzhi Zhang, Nasser Zalmout, Priyanka Nigam, Bing Yin, Chao Zhang
2025	J	`jnl`	Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training. CoRR Yuchen Zhuang, Jingfeng Yang, Haoming Jiang, Xin Liu, Kewei Cheng, Sanket Lokegaonkar, Yifan Gao, Qing Ping, Tianyi Liu, Binxuan Huang, Zheng Li, Zhengyang Wang, Pei Chen, Ruijie Wang, Rongzhi Zhang, Nasser Zalmout, Priyanka Nigam, Bing Yin, Chao Zhang
2025	A*	`conf`	Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates. EMNLP Hy Dang, Tianyi Liu, Zhuofeng Wu, Jingfeng Yang, Haoming Jiang, Tao Yang, Pei Chen, Zhengyang Wang, Helen Wang, Huasheng Li, Bing Yin, Meng Jiang
2025	J	`jnl`	Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates. CoRR Hy Dang, Tianyi Liu, Zhuofeng Wu, Jingfeng Yang, Haoming Jiang, Tao Yang, Pei Chen, Zhengyang Wang, Helen Wang, Huasheng Li, Bing Yin, Meng Jiang
2025	J	`jnl`	Increased frontoparietal activity related to lower performance in neuropsychological assessment of working memory. NeuroImage August Jurva, Balbir Singh, Helen Qian, Zhengyang Wang, Monica L. Jacobs, Kaltra Dhima, Dario J. Englot, Shawniqua Williams Roberson, Sarah K. Bick, Christos Constantinidis
2025	J	`jnl`	LaX: Boosting Low-Rank Training of Foundation Models via Latent Crossing. CoRR Ruijie Zhang, Ziyue Liu, Zhengyang Wang, Zheng Zhang
2025	J	`jnl`	Multi-View Depth Consistent Image Generation Using Generative AI Models: Application on Architectural Design of University Buildings. CoRR Xusheng Du, Ruihan Gui, Zhengyang Wang, Ye Zhang, Haoran Xie
2025	J	`jnl`	Normalization of Quaternionic Polynomials in Coordinate-Free Quaternionic Variables in Conjugate-Alternating Order. CoRR Hongbo Li, Zhengyang Wang, Yue Liu, Lei Huang, Changpeng Shao
2025	J	`jnl`	PersonaAgent: When Large Language Model Agents Meet Personalization at Test Time. CoRR Weizhi Zhang, Xinyang Zhang, Chenwei Zhang, Liangwei Yang, Jingbo Shang, Zhepei Wei, Henry Peng Zou, Zijie Huang, Zhengyang Wang, Yifan Gao, Xiaoman Pan, Lian Xiong, Jingguo Liu, Philip S. Yu, Xian Li
2025	J	`jnl`	RecGPT Technical Report. CoRR Chao Yi, Dian Chen, Gaoyang Guo, Jiakai Tang, Jian Wu, Jing Yu, Mao Zhang, Sunhao Dai, Wen Chen, Wenjun Yang, Yuning Jiang, Zhujin Gao, Bo Zheng, Chi Li, Dimin Wang, Dixuan Wang, Fan Li, Fan Zhang, Haibin Chen, Haozhuang Liu, Jialin Zhu, Jiamang Wang, Jiawei Wu, Jin Cui, Ju Huang, Kai Zhang, Kan Liu, Lang Tian, Liang Rao, Longbin Li, Lulu Zhao, Na He, Peiyang Wang, Qiqi Huang, Tao Luo, Wenbo Su, Xiaoxiao He, Xin Tong, Xu Chen, Xunke Xi, Yang Li, Yaxuan Wu, Yeqiu Yang, Yi Hu, Yinnan Song, Yuchen Li, Yujie Luo, Yujin Yuan, Yuliang Yan, Zhengyang Wang, Zhibo Xiao, Zhixin Ma, Zile Zhou, Ziqi Zhang
2025	J	`jnl`	Scaling Laws for Predicting Downstream Performance in LLMs. Trans. Mach. Learn. Res. Yangyi Chen, Binxuan Huang, Yifan Gao, Zhengyang Wang, Jingfeng Yang, Heng Ji
2025	J	`jnl`	SkipKV: Selective Skipping of KV Generation and Storage for Efficient Inference with Large Reasoning Models. CoRR Jiayi Tian, Seyedarmin Azizi, Yequan Zhao, Erfan Baghaei Potraghloo, Sean McPherson, Sharath Nittur Sridhar, Zhengyang Wang, Zheng Zhang, Massoud Pedram, Souvik Kundu
2025	J	`jnl`	Towards robust and generalizable training: An empirical study of noisy slot filling for input perturbations. Neurocomputing Guanting Dong, Xiaoshuai Song, Jiachi Liu, Liwen Wang, Zhengyang Wang, Zechen Wang, Shanglin Lei, Keqing He, Bo Xiao, Weiran Xu
2025	J	`jnl`	Two-Step Offline Preference-Based Reinforcement Learning on Explicitly Constrained Policies. Trans. Mach. Learn. Res. Yinglun Xu, Tarun Suresh, Rohan Gumaste, David Zhu, Ruirui Li, Zhengyang Wang, Haoming Jiang, Xianfeng Tang, Qingyu Yin, Monica Xiao Cheng, Qi Zeng, Chao Zhang, Gagandeep Singh
2025	—	`conf`	UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations. ACL (1) Fengran Mo, Yifan Gao, Chuan Meng, Xin Liu, Zhuofeng Wu, Kelong Mao, Zhengyang Wang, Pei Chen, Zheng Li, Xian Li, Bing Yin, Meng Jiang
2025	J	`jnl`	UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations. CoRR Fengran Mo, Yifan Gao, Chuan Meng, Xin Liu, Zhuofeng Wu, Kelong Mao, Zhengyang Wang, Pei Chen, Zheng Li, Xian Li, Bing Yin, Meng Jiang
2025	—	`conf`	Which Works Best for Inspiration? Finding Ideal Creative Platform for Beginner Industrial Designers. HCI (66) Zhengyang Wang, Ruochen Hu, Mengshi Yang
2024	C	`conf`	A Paradigm for Generating Operational Seamless Land Surface Temperature Products. IGARSS Jie Cheng, Shugui Zhou, Quan Zhang, Xiangchen Meng, Weihan Liu, Shengyue Dong, Aixia Yang, Qi Zeng, Manqing Liu, Zhengyang Wang, Mengfei Guo, Chenze Wu, Hao Sun, Helin Wang
2024	—	`conf`	A Study on Cognitive Style Type Test and Its Application in Teaching Activities. HCI (4) Xueyi Luo, Minxia Liu, Zheng Han, Weipeng Jiang, Zhengyang Wang, Kunwu Li, Yu Gu, Mohammad Shidujaman
2024	A*	`conf`	BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering. EMNLP Haoyu Wang, Ruirui Li, Haoming Jiang, Jinjin Tian, Zhengyang Wang, Chen Luo, Xianfeng Tang, Monica Xiao Cheng, Tuo Zhao, Jing Gao
2024	J	`jnl`	CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery. CoRR Xiaoshuai Song, Muxi Diao, Guanting Dong, Zhengyang Wang, Yujia Fu, Runqi Qiao, Zhexu Wang, Dayuan Fu, Huangxuan Wu, Bin Liang, Weihao Zeng, Yejie Wang, Zhuoma Gongque, Jianing Yu, Qiuna Tan, Weiran Xu
2024	J	`jnl`	Combined Filtering Method for Offshore Oil and Gas Platform Point Cloud Data Based on KNN_PCF and Hy_WHF and Its Application in 3D Reconstruction. Sensors Chunqing Ran, Xiaobo Zhang, Hao Yu, Zhengyang Wang, Shengli Wang, Jichao Yang
2024	—	`conf`	Data Diversity Matters for Robust Instruction Tuning. EMNLP (Findings) Alexander Bukharin, Shiyang Li, Zhengyang Wang, Jingfeng Yang, Bing Yin, Xian Li, Chao Zhang, Tuo Zhao, Haoming Jiang
2024	J	`jnl`	Deep Learning-Based Semantic Segmentation and Surface Reconstruction for Point Clouds of Offshore Oil Production Equipment. IEEE Trans. Geosci. Remote. Sens. Zhengyang Wang, Xiaobo Zhang, Chunqing Ran, Hao Yu, Shengli Wang, Qianran Zhang, Yunli Nie, Xinghua Zhou
2024	J	`jnl`	Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs. CoRR Kewei Cheng, Jingfeng Yang, Haoming Jiang, Zhengyang Wang, Binxuan Huang, Ruirui Li, Shiyang Li, Zheng Li, Yifan Gao, Xian Li, Bing Yin, Yizhou Sun
2024	J	`jnl`	Knowledge Editing on Black-box Large Language Models. CoRR Xiaoshuai Song, Zhengyang Wang, Keqing He, Guanting Dong, Yutao Mou, Jinxu Zhao, Weiran Xu
2024	—	`conf`	Landscape Cinemagraph Synthesis with Sketch Guidance. SIGGRAPH Asia Posters Hao Jin, Zhengyang Wang, Xusheng Du, Xiaoxuan Xie, Haoran Xie
2024	A*	`conf`	Language Models as Semantic Indexers. ICML Bowen Jin, Hansi Zeng, Guoyin Wang, Xiusi Chen, Tianxin Wei, Ruirui Li, Zhengyang Wang, Zheng Li, Yang Li, Hanqing Lu, Suhang Wang, Jiawei Han, Xianfeng Tang
2024	A*	`conf`	LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data. ICDE Haoyu Wang, Ruirui Li, Zhengyang Wang, Xianfeng Tang, Danqing Zhang, Monica Xiao Cheng, Bing Yin, Jasha Droppo, Suhang Wang, Jing Gao
2024	J	`jnl`	Multi-Branch Feature Alignment Network for Misaligned and Occluded Person Re-Identification. IEEE Access Chunyan Lyu, Hai Huang, Lixi Zhang, Wenting Zhu, Zhengyang Wang, Kejun Wang, Caidong Jiao
2024	J	`jnl`	Multi-layer features template update object tracking algorithm based on SiamFC++. EURASIP J. Image Video Process. Xiaofeng Lu, Xuan Wang, Zhengyang Wang, Xinhong Hei
2024	J	`jnl`	Quantitative Analysis of SAR Image Geometric Distortion and Its Application in Deformation Rate Fusion Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Zhengyang Wang, Xu Ma, Junhuan Peng, Mengyao Shi, Yun Peng, Yuhan Su, Zhaocheng Guo, Wenwen Wang
2024	J	`jnl`	RNR: Teaching Large Language Models to Follow Roles and Rules. CoRR Kuan Wang, Alexander Bukharin, Haoming Jiang, Qingyu Yin, Zhengyang Wang, Tuo Zhao, Jingbo Shang, Chao Zhang, Bing Yin, Xian Li, Jianshu Chen, Shiyang Li
2024	J	`jnl`	Relational Database Augmented Large Language Model. CoRR Zongyue Qin, Chen Luo, Zhengyang Wang, Haoming Jiang, Yizhou Sun
2024	J	`jnl`	SIMD-style Sorting of Integer Sequence in RLWE Ciphertext. IACR Cryptol. ePrint Arch. Zijing Li, Hongbo Li, Zhengyang Wang
2024	J	`jnl`	Scaling Laws for Predicting Downstream Performance in LLMs. CoRR Yangyi Chen, Binxuan Huang, Yifan Gao, Zhengyang Wang, Jingfeng Yang, Heng Ji
2024	A*	`conf`	Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models. NeurIPS Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin
2024	J	`jnl`	Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models. CoRR Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin
2024	J	`jnl`	Sketch-Guided Motion Diffusion for Stylized Cinemagraph Synthesis. CoRR Hao Jin, Hengyuan Chang, Xiaoxuan Xie, Zhengyang Wang, Xusheng Du, Shaojun Hu, Haoran Xie
2024	A*	`conf`	Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond. ICLR Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang
2024	J	`jnl`	Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond. CoRR Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang
2024	J	`jnl`	VSP wavefields separating method based on parallel local slope scanning. Comput. Geosci. Wu Li, Yuyong Yang, Bocheng Tao, Zhengyang Wang, Huailai Zhou, Yuanjun Wang
2024	—	`conf`	Video2Comic: A Dynamic Comic Editor with Video Clips. HCI (69) Zhengyang Wang, Xusheng Du, Tsukasa Fukusato, Haoran Xie
2023	A*	`conf`	A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy. KDD Enyan Dai, Limeng Cui, Zhengyang Wang, Xianfeng Tang, Yinghan Wang, Monica Xiao Cheng, Bing Yin, Suhang Wang
2023	J	`jnl`	A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy. CoRR Enyan Dai, Limeng Cui, Zhengyang Wang, Xianfeng Tang, Yinghan Wang, Monica Xiao Cheng, Bing Yin, Suhang Wang
2023	A*	`conf`	Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation. NeurIPS Wei Jin, Haitao Mao, Zheng Li, Haoming Jiang, Chen Luo, Hongzhi Wen, Haoyu Han, Hanqing Lu, Zhengyang Wang, Ruirui Li, Zhen Li, Monica Xiao Cheng, Rahul Goutam, Haiyang Zhang, Karthik Subbian, Suhang Wang, Yizhou Sun, Jiliang Tang, Bing Yin, Xianfeng Tang
2023	J	`jnl`	Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation. CoRR Wei Jin, Haitao Mao, Zheng Li, Haoming Jiang, Chen Luo, Hongzhi Wen, Haoyu Han, Hanqing Lu, Zhengyang Wang, Ruirui Li, Zhen Li, Monica Xiao Cheng, Rahul Goutam, Haiyang Zhang, Karthik Subbian, Suhang Wang, Yizhou Sun, Jiliang Tang, Bing Yin, Xianfeng Tang
2023	J	`jnl`	AutoProfile: An Intelligent Profile Switching System for Smartphones. IEEE Trans. Mob. Comput. Wei Yang, Sheng Chen, Zhengyang Wang, Yang Xu, Liusheng Huang
2023	—	`conf`	Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs. ACL (Findings) Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang
2023	J	`jnl`	Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs. CoRR Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang
2023	J	`jnl`	Deep Low-Shot Learning for Biological Image Classification and Visualization From Limited Training Samples. IEEE Trans. Neural Networks Learn. Syst. Lei Cai, Zhengyang Wang, Rob Kulathinal, Sudhir Kumar, Shuiwang Ji
2023	J	`jnl`	Deep-Learning-Based Semantic Segmentation Approach for Point Clouds of Extra-High-Voltage Transmission Lines. Remote. Sens. Hao Yu, Zhengyang Wang, Qingjie Zhou, Yuxuan Ma, Zhuo Wang, Huan Liu, Chunqing Ran, Shengli Wang, Xinghua Zhou, Xiaobo Zhang
2023	—	`conf`	EIP Security Analysis: Application Program Standards, Attack Events, and Security Vulnerabilities. EITCE Xueyan Tang, Yuying Du, Zhengyang Wang, Shawn Chong
2023	A*	`conf`	Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns. NeurIPS Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song
2023	J	`jnl`	Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns. CoRR Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song
2023	A*	`conf`	Exploiting Intent Evolution in E-commercial Query Recommendation. KDD Yu Wang, Zhengyang Wang, Hengrui Zhang, Qingyu Yin, Xianfeng Tang, Yinghan Wang, Danqing Zhang, Limeng Cui, Monica Xiao Cheng, Bing Yin, Suhang Wang, Philip S. Yu
2023	J	`jnl`	Full prediction cascade control of permanent magnet toroidal motor with time-varying parameters. Trans. Inst. Meas. Control Xin Liu, Zhengyang Wang, Xiaoyuan Wang
2023	—	`conf`	Improving Consistency for Text Summarization with Energy Functions. EMNLP (Findings) Qi Zeng, Qingyu Yin, Zheng Li, Yifan Gao, Sreyashi Nag, Zhengyang Wang, Bing Yin, Heng Ji, Chao Zhang
2023	B	`conf`	Integrating Noisy Knowledge into Language Representations for E-Commerce Applications. IEEE Big Data Karan Samel, Jun Ma, Zhengyang Wang, Tong Zhao, Irfan Essa
2023	—	`conf`	Knowledge-Selective Pretraining for Attribute Value Extraction. EMNLP (Findings) Hui Liu, Qingyu Yin, Zhengyang Wang, Chenwei Zhang, Haoming Jiang, Yifan Gao, Zheng Li, Xian Li, Chao Zhang, Bing Yin, William Wang, Xiaodan Zhu
2023	J	`jnl`	Language Models As Semantic Indexers. CoRR Bowen Jin, Hansi Zeng, Guoyin Wang, Xiusi Chen, Tianxin Wei, Ruirui Li, Zhengyang Wang, Zheng Li, Yang Li, Hanqing Lu, Suhang Wang, Jiawei Han, Xianfeng Tang
2023	A*	`conf`	LightToken: A Task and Model-agnostic Lightweight Token Embedding Framework for Pre-trained Language Models. KDD Haoyu Wang, Ruirui Li, Haoming Jiang, Zhengyang Wang, Xianfeng Tang, Bin Bi, Monica Xiao Cheng, Bing Yin, Yaqing Wang, Tuo Zhao, Jing Gao
2023	J	`jnl`	Multi-template temporal information fusion for Siamese object tracking. IET Comput. Vis. Xiaofeng Lu, Zhengyang Wang, Xuan Wang, Xinhong Hei
2023	J	`jnl`	Person re-identification method with Mahalanobis TRM triplet on multi-branch network. Appl. Intell. Zhengyang Wang, Xiufen Ye, Xue Shang, Shuzhi Sam Ge, Shuxiang Guo
2023	A*	`conf`	RM-STC: Row-Merge Dataflow Inspired GPU Sparse Tensor Core for Energy-Efficient Sparse Acceleration. MICRO Guyue Huang, Zhengyang Wang, Po-An Tsai, Chen Zhang, Yufei Ding, Yuan Xie
2023	—	`conf`	SCOTT: Self-Consistent Chain-of-Thought Distillation. ACL (1) Peifeng Wang, Zhengyang Wang, Zheng Li, Yifan Gao, Bing Yin, Xiang Ren
2023	J	`jnl`	SCOTT: Self-Consistent Chain-of-Thought Distillation. CoRR Peifeng Wang, Zhengyang Wang, Zheng Li, Yifan Gao, Bing Yin, Xiang Ren
2023	J	`jnl`	Second-Order Pooling for Graph Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Zhengyang Wang, Shuiwang Ji
2023	J	`jnl`	Self-Supervised Learning of Graph Neural Networks: A Unified Review. IEEE Trans. Pattern Anal. Mach. Intell. Yaochen Xie, Zhao Xu, Jingtun Zhang, Zhengyang Wang, Shuiwang Ji
2023	—	`conf`	Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog. ACL (industry) Kewei Cheng, Xian Li, Zhengyang Wang, Chenwei Zhang, Binxuan Huang, Yifan Ethan Xu, Xin Luna Dong, Yizhou Sun
2023	J	`jnl`	Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping. IEEE Trans. Pattern Anal. Mach. Intell. Xinyi Xu, Zhengyang Wang, Cheng Deng, Hao Yuan, Shuiwang Ji
2023	J	`jnl`	Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations. CoRR Jiachi Liu, Liwen Wang, Guanting Dong, Xiaoshuai Song, Zechen Wang, Zhengyang Wang, Shanglin Lei, Jinzheng Zhao, Keqing He, Bo Xiao, Weiran Xu
2022	B	`conf`	Adaptive Sparse Self-attention for Object Detection. IJCNN Mingjie Xu, Yonghong Song, Kangkang Xie, Pengcheng Guo, Jiaxi Mu, Wen Liu, Zhengyang Wang
2022	J	`jnl`	Advanced graph and sequence neural networks for molecular property prediction and drug discovery. Bioinform. Zhengyang Wang, Meng Liu, Youzhi Luo, Zhao Xu, Yaochen Xie, Limei Wang, Lei Cai, Qi Qi, Zhuoning Yuan, Tianbao Yang, Shuiwang Ji
2022	—	`conf`	Finger Tracking for Human Computer Interface Using Multiple Sensor Data Fusion. CCECE Zhengyang Wang, Jason Gu
2022	J	`jnl`	Non-Local Graph Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Meng Liu, Zhengyang Wang, Shuiwang Ji
2022	J	`jnl`	Separating P- and S-Waves Based on the Slope of Wavefield Events and Polarizability. IEEE Geosci. Remote. Sens. Lett. Zhengyang Wang, Yuyong Yang, Qiaomu Qi, Jianhua Wang, Cong Niu, Huailai Zhou
2021	J	`jnl`	ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions. IEEE Trans. Pattern Anal. Mach. Intell. Hongyang Gao, Zhengyang Wang, Lei Cai, Shuiwang Ji
2021	B	`conf`	Edge Sparse Basis Network: A Deep Learning Framework for EEG Source Localization. IJCNN Chen Wei, Kexin Lou, Zhengyang Wang, Mingqi Zhao, Dante Mantini, Quanying Liu
2021	J	`jnl`	Edge Sparse Basis Network: An Deep Learning Framework for EEG Source Localization. CoRR Chen Wei, Kexin Lou, Zhengyang Wang, Mingqi Zhao, Dante Mantini, Quanying Liu
2021	Misc	`conf`	Environment-Independent Wi-Fi Human Activity Recognition with Adversarial Network. ICASSP Zhengyang Wang, Sheng Chen, Wei Yang, Yang Xu
2021	J	`jnl`	Global voxel transformer networks for augmented microscopy. Nat. Mach. Intell. Zhengyang Wang, Yaochen Xie, Shuiwang Ji
2021	J	`jnl`	Ground object information extraction from hyperspectral remote sensing images using deep learning algorithm. Microprocess. Microsystems Zhengyang Wang, Shufang Tian
2021	J	`jnl`	Joint Learning of Super-Resolution and Perceptual Image Enhancement for Single Image. IEEE Access Yifei Xu, Nuo Zhang, Li Li, Genan Sang, Yuewan Zhang, Zhengyang Wang, Pingping Wei
2021	J	`jnl`	Self-Supervised Learning of Graph Neural Networks: A Unified Review. CoRR Yaochen Xie, Zhao Xu, Zhengyang Wang, Shuiwang Ji
2021	J	`jnl`	Smoothed dilated convolutions for improved dense prediction. Data Min. Knowl. Discov. Zhengyang Wang, Shuiwang Ji
2021	—	`conf`	Template Update Based on 3D-Convolutional Siamese Network for Object Tracking. ACCC Xiaofeng Lu, Xuan Wang, Zhengyang Wang, Xinhong Hei
2020	A*	`conf`	CorDEL: A Contrastive Deep Learning Approach for Entity Linkage. ICDM Zhengyang Wang, Bunyamin Sisman, Hao Wei, Xin Luna Dong, Shuiwang Ji
2020	J	`jnl`	CorDEL: A Contrastive Deep Learning Approach for Entity Linkage. CoRR Zhengyang Wang, Bunyamin Sisman, Hao Wei, Xin Luna Dong, Shuiwang Ji
2020	J	`jnl`	Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples. CoRR Lei Cai, Zhengyang Wang, Rob Kulathinal, Sudhir Kumar, Shuiwang Ji
2020	J	`jnl`	Global Pixel Transformers for Virtual Staining of Microscopy Images. IEEE Trans. Medical Imaging Yi Liu, Hao Yuan, Zhengyang Wang, Shuiwang Ji
2020	J	`jnl`	Global Voxel Transformer Networks for Augmented Microscopy. CoRR Zhengyang Wang, Yaochen Xie, Shuiwang Ji
2020	A*	`conf`	Kronecker Attention Networks. KDD Hongyang Gao, Zhengyang Wang, Shuiwang Ji
2020	J	`jnl`	Kronecker Attention Networks. CoRR Hongyang Gao, Zhengyang Wang, Shuiwang Ji
2020	J	`jnl`	MoleculeKit: Machine Learning Methods for Molecular Property Prediction and Drug Discovery. CoRR Zhengyang Wang, Meng Liu, Youzhi Luo, Zhao Xu, Yaochen Xie, Limei Wang, Lei Cai, Shuiwang Ji
2020	A*	`conf`	Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising. NeurIPS Yaochen Xie, Zhengyang Wang, Shuiwang Ji
2020	J	`jnl`	Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising. CoRR Yaochen Xie, Zhengyang Wang, Shuiwang Ji
2020	J	`jnl`	Non-Local Graph Neural Networks. CoRR Meng Liu, Zhengyang Wang, Shuiwang Ji
2020	A*	`conf`	Non-Local U-Nets for Biomedical Image Segmentation. AAAI Zhengyang Wang, Na Zou, Dinggang Shen, Shuiwang Ji
2020	J	`jnl`	Pixel Transposed Convolutional Networks. IEEE Trans. Pattern Anal. Mach. Intell. Hongyang Gao, Hao Yuan, Zhengyang Wang, Shuiwang Ji
2020	J	`jnl`	Second-Order Pooling for Graph Neural Networks. CoRR Zhengyang Wang, Shuiwang Ji
2020	J	`jnl`	Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping. CoRR Xinyi Xu, Zhengyang Wang, Cheng Deng, Hao Yuan, Shuiwang Ji
2020	J	`jnl`	iCapsNets: Towards Interpretable Capsule Networks for Text Classification. CoRR Zhengyang Wang, Xia Hu, Shuiwang Ji
2019	J	`jnl`	Computational modeling of cellular structures using conditional deep generative networks. Bioinform. Hao Yuan, Lei Cai, Zhengyang Wang, Xia Hu, Shaoting Zhang, Shuiwang Ji
2019	J	`jnl`	Flexible and Efficient Blockchain-Based ABE Scheme With Multi-Authority for Medical on Demand in Telemedicine System. IEEE Access Rui Guo, Huixian Shi, Dong Zheng, Chunming Jing, Chaoyuan Zhuang, Zhengyang Wang
2019	J	`jnl`	Global Transformer U-Nets for Label-Free Prediction of Fluorescence Images. CoRR Yi Liu, Hao Yuan, Zhengyang Wang, Shuiwang Ji
2019	—	`conf`	Prediction of Cryptocurrency Price Dynamics with Multiple Machine Learning Techniques. ICMLT Zhengyang Wang, Xingzhou Li, Jinjin Ruan, Jiaqing Kou
2019	J	`jnl`	SolidBin: improving metagenome binning with semi-supervised normalized cut. Bioinform. Ziye Wang, Zhengyang Wang, Yang Young Lu, Fengzhu Sun, Shanfeng Zhu
2019	A	`conf`	Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions. SDM Zhengyang Wang, Hao Yuan, Shuiwang Ji
2018	A*	`conf`	ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions. NeurIPS Hongyang Gao, Zhengyang Wang, Shuiwang Ji
2018	J	`jnl`	ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions. CoRR Hongyang Gao, Zhengyang Wang, Shuiwang Ji
2018	A*	`conf`	Deep Adversarial Learning for Multi-Modality Missing Data Completion. KDD Lei Cai, Zhengyang Wang, Hongyang Gao, Dinggang Shen, Shuiwang Ji
2018	J	`jnl`	Global Deep Learning Methods for Multimodality Isointense Infant Brain Image Segmentation. CoRR Zhengyang Wang, Na Zou, Dinggang Shen, Shuiwang Ji
2018	A*	`conf`	Large-Scale Learnable Graph Convolutional Networks. KDD Hongyang Gao, Zhengyang Wang, Shuiwang Ji
2018	J	`jnl`	Large-Scale Learnable Graph Convolutional Networks. CoRR Hongyang Gao, Zhengyang Wang, Shuiwang Ji
2018	A	`conf`	Learning Convolutional Text Representations for Visual Question Answering. SDM Zhengyang Wang, Shuiwang Ji
2018	A*	`conf`	Smoothed Dilated Convolutions for Improved Dense Prediction. KDD Zhengyang Wang, Shuiwang Ji
2018	J	`jnl`	Smoothed Dilated Convolutions for Improved Dense Prediction. CoRR Zhengyang Wang, Shuiwang Ji
2017	J	`jnl`	Learning Convolutional Text Representations for Visual Question Answering. CoRR Zhengyang Wang, Shuiwang Ji
2017	J	`jnl`	Pixel Deconvolutional Networks. CoRR Hongyang Gao, Hao Yuan, Zhengyang Wang, Shuiwang Ji
2017	J	`jnl`	Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions. CoRR Zhengyang Wang, Hao Yuan, Shuiwang Ji
2013	J	`jnl`	A high quality image reconstruction method based on nonconvex decoding. Sci. China Inf. Sci. Guanghui Zhao, Fangfang Shen, Zhengyang Wang, Weijia Wu, Guangming Shi, Danhua Liu
2013	J	`jnl`	Cauchy diversity measures: a novel methodology for enhancing sparsity in compressed sensing. IET Signal Process. Guanghui Zhao, Fangfang Shen, Zhengyang Wang, Guangming Shi
2012	J	`jnl`	Robust ISAR imaging based on compressive sensing from noisy measurements. Signal Process. Guanghui Zhao, Zhengyang Wang, Qi Wang, Guangming Shi, Fangfang Shen