| 2026 | ACL | ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models. | Jiasheng Zheng, Xin Zheng, Boxi Cao, Pengbo Wang, Zhengzhao Ma, Qiming Zhu, Jiazhen Jiang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun |
| 2026 | ISCAS | A Low Noise Active Pixel Circuit Using Dual Correlated Double Sampling for Dynamic TFT Integrated X-Ray Imaging. | Haotian Han, Weiming Yuan, Jiangbo Hu, Yuhan Zhang, Lu Chang, Xin Zheng, Congwei Liao, Shengdong Zhang |
| 2026 | ISKE | PFRNet: Progressive Feature Relaxation for Low-Light Enhancement. | Yihan Sun, Xin Zheng, Hang Yu |
| 2026 | PAKDD | IAMRec: Intent-Adaptive Multimodal Recommendation with Collaborative-Modality Disentanglement. | Jiayi Chen, Xin Zheng, Yixin Liu, Yi Li, Yongqiang Guo, Shirui Pan |
| 2026 | WWW | Graph Neural Network Model Transferability Estimation via Decomposition-Augmented Discriminant Analysis. | Huanchang Ma, Xin Zheng, Jianyu Li, Alan Wee-Chung Liew, Wei Lan, Jian Gao |
| 2026 | WWW | Spiking Graph Predictive Coding for Reliable OOD Generalization. | Jing Ren, Jiapeng Du, Bowen Li, Ziqi Xu, Xin Zheng, Hong Jia, Suyu Ma, Xiwei Xu, Feng Xia |
| 2026 | WWW | Multi-Source Unsupervised Graph Domain Adaptation via Concise Propagation-Transformation Pipeline. | Jiayi Wang, Yi Li, Xin Zheng, Junyang Chen, Yanqing Guo, Alan Wee-Chung Liew, Shirui Pan |
| 2026 | SIGIR | Mitigating Bias in Large Language Model Based Question Answering through Causal Front Door Prompting. | Yaqi Yang, Ziqi Xu, Jie Li, Chenglong Ma, Jeffrey Chan, Mark Sanderson, Xin Zheng, Yongli Ren |
| 2025 | AAAI | A Label-free Heterophily-guided Approach for Unsupervised Graph Fraud Detection. | Junjun Pan, Yixin Liu, Xin Zheng, Yizhen Zheng, Alan Wee-Chung Liew, Fuyi Li, Shirui Pan |
| 2025 | AAAI | FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning. | Yanbing Zhou, Xiangmou Qu, Chenlong You, Jiyang Zhou, Jingyue Tang, Xin Zheng, Chunmao Cai, Yingbo Wu |
| 2025 | ACL | Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic. | Xin Zheng, Jie Lou, Boxi Cao, Xueru Wen, Yuqiu Ji, Hongyu Lin, Yaojie Lu, Xianpei Han, Debing Zhang, Le Sun |
| 2025 | ADMA | Domain Graph-Structured Multi-source Domain Adaptation with Dual Integration. | Jiayi Wang, Xin Zheng, Li Yi, Yuqing Guo |
| 2025 | CGI | Efficient Selective Labeling for Few-Shot 3D Point Cloud Semantic Segmentation. | Xin Zheng, Nenglun Chen, Zhigeng Pan, Rongjin Zou, Xiao Song |
| 2025 | CIKM | OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories. | Bo Li, Yingqi Feng, Ming Jin, Xin Zheng, Yufei Tang, Laurent M. Chrubin, Can Wang, Alan Wee-Chung Liew, Qinghua Lu, Jingwei Yao, Hong Zhang, Shirui Pan, Xingquan Zhu |
| 2025 | COLING | OVEL: Online Video Entity Linking. | Haiquan Zhao, Xuwu Wang, Shisong Chen, Zhixu Li, Xin Zheng, Yanghua Xiao |
| 2025 | ICASSP | PAFedMIS: Personalized Asynchronous Federated Learning for Medical Image Segmentation. | Yi Li, Yue Hua, Xin Zheng, Yanqing Guo, Bo Wang |
| 2025 | ICDM | Test-Time GNN Model Evaluation on Dynamic Graphs. | Bo Li, Xin Zheng, Ming Jin, Can Wang, Shirui Pan |
| 2025 | ICDM | Test-Time Graph Rebirth for GNN Generalization Under Distribution Shifts. | Xin Zheng, Bo Li, Yu Zheng, Qin Zhang, Haishuai Wang, Yuxuan Liang, Alan Wee-Chung Liew, Shirui Pan |
| 2025 | ICIG | Selective Labeling for 3D Shape Label Transfer Based on Local-Global Features. | Zhigeng Pan, Xin Zheng, Nenglun Chen, Rongjin Zou |
| 2025 | ICML | Test-Time Graph Neural Dataset Search With Generative Projection. | Xin Zheng, Wei Huang, Chuan Zhou, Ming Li, Shirui Pan |
| 2025 | IJCAI | Test-Time Adaptation on Recommender System with Data-Centric Graph Transformation. | Yating Liu, Xin Zheng, Yi Li, Yanqing Guo |
| 2025 | ISCAS | A Compact 11-Bit Source-Driver with Adder-Embedded Hybrid DAC for Mobile OLED Displays. | Fan Guo, Lu Chang, Xin Zheng, Congwei Liao, Shengdong Zhang |
| 2025 | PAKDD | VCC-Fed: A Multi-task Federated Learning Paradigm with Versatile Collaborative Clients. | Yue Hua, Yi Li, Xin Zheng, Ming Yang, Haiyan Fu, Alan Wee-Chung Liew, Yanqing Guo |
| 2025 | PAKDD | SpecG: A Spectral-Based Framework for Effective Graph Pretraining and Knowledge Transfer. | Zizhe Jin, Yizhen Zheng, Linhao Luo, Yixin Liu, Xin Zheng, Xuefei Yin, Vincent Lee, Shirui Pan |
| 2025 | PAKDD | T | Quanjin Liu, Guisheng Liu, Yi Li, Xin Zheng, Yanqing Guo |
| 2025 | PAKDD | Efficient and Diverse De Novo Protein Backbone Design with SE(3)-Equivariant Diffusion. | Ruipeng Zhou, Ming Yang, Yi Li, Xin Zheng, Alan Wee-Chung Liew, Shirui Pan, Yanqing Guo |
| 2025 | STACS | On Average Baby PIH and Its Applications. | Yuwei Liu, Yijia Chen, Shuangle Li, Bingkai Lin, Xin Zheng |
| 2024 | ASPDAC | Quantization-aware Optimization Approach for CNNs Inference on CPUs. | Jiasong Chen, Zeming Xie, Weipeng Liang, Bosheng Liu, Xin Zheng, Jigang Wu, Xiaoming Xiong |
| 2024 | COLING | Executing Natural Language-Described Algorithms with Large Language Models: An Investigation. | Xin Zheng, Qiming Zhu, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun |
| 2024 | ICANN | Graph-Guided Multi-view Text Classification: Advanced Solutions for Fast Inference. | Nan Gao, Yongjian Wang, Peng Chen, Xin Zheng |
| 2024 | ICLR | Online GNN Evaluation Under Test-time Graph Distribution Shifts. | Xin Zheng, Dongjin Song, Qingsong Wen, Bo Du, Shirui Pan |
| 2024 | ICONIP | A Motif-Based Graph Convolution Network for Stock Trend Prediction. | Lei Zhou, Yuqi Zhang, Nancy Wang, Jian Yu, Guiling Wang, Xin Zheng |
| 2024 | IGARSS | Knowledge-Guided BiTCN Prototypical Network for Few-Shot Radar HRRP Target Recognition. | Jiaqi Zhou, Jixi Li, Weiwei Guo, Xin Zheng, Wenxian Yu |
| 2024 | ICSOC | Motif-Based Linearizing Graph Transformer for Web API Recommendation. | Xin Zheng, Guiling Wang, Yuqi Zhang, Boyang Han, Jian Yu |
| 2024 | NAACL | DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade. | Zefan Cai, Xin Zheng, Tianyu Liu, Haoran Meng, Jiaqi Han, Gang Yuan, Binghuai Lin, Baobao Chang, Yunbo Cao |
| 2023 | ACL | What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation. | Wenhao Zhu, Shujian Huang, Yunzhe Lv, Xin Zheng, Jiajun Chen |
| 2023 | CSCWD | Spatial-Temporal Aware Business Event Forecasting for Proactive Services from IoT Sensory Data. | Jiayu Zhang, Guiling Wang, Yongpeng Shi, Xin Zheng, Jian Yu |
| 2023 | EMNLP | DialogQAE: N-to-N Question Answer Pair Extraction from Customer Service Chatlog. | Xin Zheng, Tianyu Liu, Haoran Meng, Xu Wang, Yufan Jiang, Meng-Liang Rao, Binghuai Lin, Yunbo Cao, Zhifang Sui |
| 2023 | ICASSP | Mutual Information Based Reweighting for Precipitation Nowcasting. | Yuan Cao, Danchen Zhang, Xin Zheng, Hongming Shan, Junping Zhang |
| 2023 | ICASSP | Improving the Modality Representation with multi-view Contrastive Learning for Multimodal Sentiment Analysis. | Peipei Liu, Xin Zheng, Hong Li, Jie Liu, Yimo Ren, Hongsong Zhu, Limin Sun |
| 2023 | ICPADS | Joint Optimization of Trajectory and Image Transmission in Multi-UAV Semantic Communication Networks. | Xiancai Yao, Jianchao Zheng, Xin Zheng, Huadong Dai, Xiaolong Yang |
| 2023 | IJCNLP | Toward Unified Controllable Text Generation via Regular Expression Instruction. | Xin Zheng, Hongyu Lin, Xianpei Han, Le Sun |
| 2023 | IROS | ECTLO: Effective Continuous-Time Odometry Using Range Image for LiDAR with Small FoV. | Xin Zheng, Jianke Zhu |
| 2023 | ICWS | H-MGSR: A Hierarchical Motif-based Graph Attention Neural Network for Service Recommendation. | Xin Zheng, Guiling Wang, Jiayu Zhang, Yuqi Zhang, Nancy Wang, Jian Yu, Yanbo Han |
| 2023 | IECON | Design and Experimental of a High-Power-Density DC-Bus Power Decoupling Module. | Yun Liu, Linwei Zhou, Huafeng Xiao, Xin Zheng, Bowen Deng, Yiran Wang |
| 2023 | IECON | Simulation Research on Short-Circuit Fault Protection of Grid-Connected AC Microgrid Considering Topology Change. | Zhuofan Wen, Xin Zheng |
| 2023 | SMC | Driving Mechanism of Urban-Rural Integrated Development: Population-Land-Industry Perspective. | Lei He, Yuming Zhu, Jia-He Zhou, Xin Zheng, Bingxu Mu |
| 2023 | SMC | Research on Key Influencing Factors of Platform Economy Empowering Value Enhancement of the Whole Agriculture Industry Chain. | Xin Zheng, Yuming Zhu, Caihong Liu, Lei He, Bingxu Mu |
| 2023 | WWW | Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs. | Xin Zheng, Miao Zhang, Chunyang Chen, Qin Zhang, Chuan Zhou, Shirui Pan |
| 2022 | AAAI | Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract). | Ruibin Chen, Miao Zhang, Xin Zheng, Shirui Pan |
| 2022 | ICDM | Multi-Relational Graph Neural Architecture Search with Fine-grained Message Passing. | Xin Zheng, Miao Zhang, Chunyang Chen, Chaojie Li, Chuan Zhou, Shirui Pan |
| 2022 | IJCNN | Joint Graph-Sequence Learning for Molecular Property Prediction. | Rom Uddamvathanak, Xin Zheng, Shirui Pan |
| 2021 | AAAI | Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View. | Tianyu Liu, Xin Zheng, Baobao Chang, Zhifang Sui |
| 2021 | ACL | Adaptive Nearest Neighbor Machine Translation. | Xin Zheng, Zhirui Zhang, Junliang Guo, Shujian Huang, Boxing Chen, Weihua Luo, Jiajun Chen |
| 2021 | EMNLP | Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation. | Xin Zheng, Zhirui Zhang, Shujian Huang, Boxing Chen, Jun Xie, Weihua Luo, Jiajun Chen |
| 2021 | WWW | Tweet-aware News Summarization with Dual-Attention Mechanism. | Xin Zheng, Aixin Sun, Karthik Muthuswamy |
| 2020 | APWEB | Tail Entity Recognition and Linking for Knowledge Graphs. | Dalei Zhang, Qiang Yang, Zhixu Li, Junhua Fang, Ying He, Xin Zheng, Zhigang Chen |
| 2020 | CoNLL | An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference. | Tianyu Liu, Xin Zheng, Xiaoan Ding, Baobao Chang, Zhifang Sui |
| 2020 | LREC | HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference. | Tianyu Liu, Xin Zheng, Baobao Chang, Zhifang Sui |
| 2019 | CIS | Effective Pulsar Dispersion Measure Estimation Based on Progressive Probabilistic Hough Transform. | Jiali Xu, Qian Yin, Ping Guo, Xin Zheng |
| 2019 | EMNLP | Subtopic-driven Multi-Document Summarization. | Xin Zheng, Aixin Sun, Jing Li, Karthik Muthuswamy |
| 2018 | HCI | Flux Extraction Based on General Regression Neural Network for Two-Dimensional Spectral Image. | Zhen Wang, Qian Yin, Ping Guo, Xin Zheng |
| 2018 | ICIS | Information Inconsistencies in Multi-Dimensional Rating Systems. | Xin Zheng, Xingyao Ren, Yili Kevin Hong, Jisu Cao, Sha Yang |
| 2017 | CIKM | Semi-Supervised Event-related Tweet Identification with Dynamic Keyword Generation. | Xin Zheng, Aixin Sun, Sibo Wang, Jialong Han |
| 2017 | IJCNN | Two-dimensional spectral image calibration based on feed-forward neural network. | Mingze Li, Hasitieer Haerken, Ping Guo, Fuqing Duan, Qian Yin, Xin Zheng |
| 2016 | ETFA | Design of a semi-automatic robotic system for ship hull surface blasting. | Xin Zheng, Guojie Lan, Chee-Meng Chew, Wen Feng Lu |
| 2016 | ETFA | A mathematical model for surface roughness of ship hull grit blasting. | Xin Zheng, Sibao Wang, Chee-Meng Chew, Wen Feng Lu |
| 2015 | ICA3PP | Energy Saving Mechanism Analysis Based on Dynamic Resource Scaling for Cloud Computing. | Xiaojie Zhang, Nao Wang, Xin Zheng, Gaocai Wang, Dongmei Bin |
| 2015 | IROS | Identification and reconstruction of complex weld geometry based on modified entropy. | Soheil Keshmiri, Yan Zhi Tan, Xin Zheng, Syeda Mariam Ahmed, Yue Wu, Wen Feng Lu, Chee-Meng Chew, Chee Khiang Pang |
| 2015 | IROS | Application of deep neural network in estimation of the weld bead parameters. | Soheil Keshmiri, Xin Zheng, Wen Feng Lu, Chee Khiang Pang, Chee-Meng Chew |
| 2015 | SENSYS | Doppler Effect based Moving Target Detection Adaptive to Speed. | Tianzhang Xing, Dingyi Fang, Xiaojiang Chen, Meng Jin, Xin Zheng, Kang Zhao |
| 2014 | CIS | Image Up-Scaling: Based on Self Similarity and Local Information. | Xin Zheng, Chenlei Lv, Qingqing Xu, Ping Guo |
| 2014 | ICASSP | Learning dynamic features with neural networks for phoneme recognition. | Xin Zheng, Zhiyong Wu, Helen Meng, Lianhong Cai |
| 2014 | ICASSP | Contrastive auto-encoder for phoneme recognition. | Xin Zheng, Zhiyong Wu, Helen Meng, Lianhong Cai |
| 2013 | CIS | A Credit Scoring Model Based on Collaborative Filtering. | Xin Zheng |
| 2013 | ICASSP | Investigation of tandem deep belief network approach for phoneme recognition. | Xin Zheng, Zhiyong Wu, Binbin Shen, Helen M. Meng, Lianhong Cai |
| 2012 | CIS | Image Completion with Automatic Structure Propagation. | Peipei Pan, Xin Zheng, Qingqing Xu, Ping Guo |
| 2012 | CIS | Statistical Image Upsampling Method Based on CUDA. | Xin Zheng, Qingqing Xu, Peipei Pan, Ping Guo |
| 2012 | VTC | The Performance of Simulated Annealing Algorithms for Wi-Fi Localization Using Google Indoor Map. | Xin Zheng, Guanqun Bao, Ruijun Fu, Kaveh Pahlavan |
| 2011 | CIS | Contours-Matching in Building Reconstruction from a Single Image. | Xin Zheng, Xiumin Zhang, Fuqing Duan, Wei Liu |
| 2011 | HCI | High-Quality Fast Image Upsampling Algorithm Based on CUDA. | Qingqing Xu, Xin Zheng, Jie Chen |
| 2010 | SMC | Discovering structural regularity in facade image. | Weiwei Li, Xin Zheng, Jie Chen |
| 2010 | SiggraphA | Robust discovery of partial rigid symmetries on 3D models. | Kangying Cai, Weiwei Li, Weiliang Meng, Wencheng Wang, Zhibo Chen, Xin Zheng |
| 2009 | HCI | Non-complete Topological Analysis in Image-Based 3D Building Reconstruction. | Yu Wang, Xin Zheng |
| 2009 | ICNC | A Study on Supplier Evaluation in Product Research & Development Based on Agile Manufacture. | Jian-hua Jiang, Chang-jun Xu, Xin Zheng |
| 2009 | ICNC | Chaotic Neural Network with Disturbance of Trigonometric Function. | Yao-Qun Xu, Xin Zheng |
| 2008 | CIKM | Characterizing and predicting community members from evolutionary and heterogeneous networks. | Qiankun Zhao, Sourav S. Bhowmick, Xin Zheng, Kai Yi |
| 2008 | CIS | Large Scale Terrain Compression and Real-Time Rendering Based on Wavelet Transform. | Xiaodong Wang, Xin Zheng, Qian Yin |
| 2008 | POPL | Demand-driven alias analysis for C. | Xin Zheng, Radu Rugina |
| 2007 | ECIR | Fast Large-Scale Spectral Clustering by Sequential Shrinkage Optimization. | Tie-Yan Liu, Huai-Yuan Yang, Xin Zheng, Tao Qin, Wei-Ying Ma |
| 2007 | HCI | A Wavelet-Based Image Enhancement Algorithm for Real Time Multi-resolution Texture Mapping. | Hai-feng Cui, Xin Zheng |
| 2007 | SOSP | Secure web application via automatic partitioning. | Stephen Chong, Jed Liu, Andrew C. Myers, Xin Qi, K. Vikram, Lantian Zheng, Xin Zheng |
| 2006 | ISDA | Empirically Validating Software Metrics for Risk Prediction Based on Intelligent Methods. | Zhihong Xu, Xin Zheng, Ping Guo |
| 2005 | KDD | Consistent bipartite graph co-partitioning for star-structured high-order heterogeneous data co-clustering. | Bin Gao, Tie-Yan Liu, Xin Zheng, QianSheng Cheng, Wei-Ying Ma |
| 2004 | ICIP | Automatic determination of intrinsic cluster number family in spectral clustering using random walk on graph. | Xin Zheng, Xueyin Lin |
| 2001 | CGI | Efficient 3D Image Warping for Composing Novel Views. | Xin Zheng, Enhua Wu |