BrowseRank: letting web users vote for page importance. - Yuting Liu 002; Bin Gao 001; Tie-Yan Liu; Ying Zhang 015; Zhiming Ma; Shuyuan He; Hang Li 001 (SIGIR, 2008)

Effective Keyword Search for Candidate Fragments of XML Documents. - Yanlong Wen; Haiwei Zhang; Ying Zhang 015; Lu Zhang 020; Lei Xu; Xiaojie Yuan (DASFAA Workshops, 2011)

Joint optimization of bid and budget allocation in sponsored search. - Weinan Zhang 001; Ying Zhang 015; Bin Gao 001; Yong Yu 001; Xiaojie Yuan; Tie-Yan Liu (KDD, 2012)

Emotion tagging for comments of online news by meta classification with heterogeneous information sources. - Ying Zhang 015; Yi Fang 008; Xiaojun Quan; Lin Dai; Luo Si; Xiaojie Yuan (SIGIR, 2012)

K Hops Frequent Subgraphs Mining for Large Attribute Graph. - Haiwei Zhang; Simeng Jin; Xiangyu Hu 001; Ying Zhang 015; Yanlong Wen; Xiaojie Yuan (APWeb, 2013)

XML Retrieval with Structural Context Relaxation. - Yanlong Wen; Xinkun Li; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (EIDWT, 2013)

Application Performance Monitoring and Analyzing Based on Bayesian Network. - Chao Wang 054; Lili Su; Xue Zhao 001; Ying Zhang 015 (IEEE WISA, 2014)

Social Advertisability Analysis on Twitter. - Ying Zhang 015; Xue Zhao 001; Chao Wang 054; Ya Wang; Lili Su; Xiaojie Yuan (IEEE WISA, 2014)

Summarizing Relational Database Schema Based on Label Propagation. - Xiaojie Yuan; Xinkun Li; Man Yu; Xiangrui Cai; Ying Zhang 015; Yanlong Wen (APWeb, 2014)

ASSG: Adaptive structural summary for RDF graph data. - Haiwei Zhang; Yuanyuan Duan; Xiaojie Yuan; Ying Zhang 015 (ISWC (Posters & Demos), 2014)

Cross-domain and cross-category emotion tagging for comments of online news. - Ying Zhang 015; Ning Zhang; Luo Si; Yanshan Lu; Qifan Wang 001; Xiaojie Yuan (SIGIR, 2014)

Bid keyword suggestion in sponsored search based on competitiveness and relevance. - Ying Zhang 015; Weinan Zhang 001; Bin Gao 001; Xiaojie Yuan; Tie-Yan Liu (Inf. Process. Manag., 2014)

Social Emotion Analysis System for Online News. - Peng Nie; Xue Zhao 001; Li Yu; Chao Wang 054; Ying Zhang 015 (IEEE WISA, 2015)

Emerging Rumor Identification for Social Media with Hot Topic Detection. - Zhifan Yang; Chao Wang 054; Fan Zhang; Ying Zhang 015; Haiwei Zhang (IEEE WISA, 2015)

Recommending Join Queries Based on Path Frequency. - Man Yu; Shupeng Han; Yale Chai; Ying Zhang 015; Yanlong Wen (IEEE WISA, 2015)

Multi-source Emotion Tagging for Online News. - Li Yu; Zhifan Yang; Peng Nie; Xue Zhao 001; Ying Zhang 015 (IEEE WISA, 2015)

Truth Finding from Multiple Data Sources by Source Confidence Estimation. - Fan Zhang; Li Yu; Xiangrui Cai; Ying Zhang 015; Haiwei Zhang (IEEE WISA, 2015)

Overlapping Schema Summarization Based on Multi-label Propagation. - Man Yu; Chao Wang 054; Xiangrui Cai; Ying Zhang 015; Yanlong Wen; Xiaojie Yuan (APWeb, 2015)

Multi-Label Emotion Tagging for Online News by Supervised Topic Model. - Ying Zhang 015; Lili Su; Zhifan Yang; Xue Zhao 001; Xiaojie Yuan (APWeb, 2015)

Efficient Foreign Key Discovery Based on Nearest Neighbor Search. - Xiaojie Yuan; Xiangrui Cai; Man Yu; Chao Wang 054; Ying Zhang 015; Yanlong Wen (WAIM, 2015)

Latent Discriminative Models for Social Emotion Detection with Emotional Dependency. - Xiaojun Quan; Qifan Wang 001; Ying Zhang 015; Luo Si; Wenyin Liu (ACM Trans. Inf. Syst., 2015)

MOSTER: A Novel Truth Discovery Method for Multiple Conflicting Information. - Kehui Song; Zhifan Yang; Yumei Liu; Fan Zhang; Ying Zhang 015 (IEEE WISA, 2016)

A Distributed Frequent Itemsets Mining Algorithm Using Sparse Boolean Matrix on Spark. - Yonghong Luo; Zhifan Yang; Huike Shi; Ying Zhang 015 (APWeb (2), 2016)

Online Hot Topic Detection from Web News Based on Bursty Term Identification. - Chao Wang 054; Xue Zhao 001; Ying Zhang 015; Xiaojie Yuan (APWeb (2), 2016)

Cross-Collection Emotion Tagging for Online News. - Li Yu; Xue Zhao 001; Chao Wang 054; Haiwei Zhang; Ying Zhang 015 (WAIM (2), 2016)

Online News Emotion Prediction with Bidirectional LSTM. - Xue Zhao 001; Chao Wang 054; Zhifan Yang; Ying Zhang 015; Xiaojie Yuan (WAIM (2), 2016)

Hierarchical Semantic Representations of Online News Comments for Emotion Tagging Using Multiple Information Sources. - Chao Wang 054; Ying Zhang 015; Wei Jie; Christian Sauer 002; Xiaojie Yuan (DASFAA (2), 2017)

An Efficient Framework for Exact Set Similarity Search Using Tree Structure Indexes. - Yong Zhang 002; Xiuxing Li; Jin Wang 007; Ying Zhang 015; Chunxiao Xing; Xiaojie Yuan (ICDE, 2017)

Weighted Domain Translation for Online News Comments Emotion Tagging. - Ying Zhang 015; Li Yu; Xue Zhao 001; Xiaojie Yuan; Lei Xu (SIGIR, 2017)

Time Series Classification by Modeling the Principal Shapes. - Zhenguo Zhang; Yanlong Wen; Ying Zhang 015; Xiaojie Yuan (WISE (1), 2017)

Jointly Trained Convolutional Neural Networks for Online News Emotion Analysis. - Xue Zhao 001; Ying Zhang 015; Wenya Guo; Xiaojie Yuan (WISA, 2018)

Improving Word Embeddings by Emphasizing Co-hyponyms. - Xiangrui Cai; Yonghong Luo; Ying Zhang 015; Xiaojie Yuan (WISA, 2018)

Nearest Subspace with Discriminative Regularization for Time Series Classification. - Zhenguo Zhang; Yanlong Wen; Ying Zhang 015; Xiaojie Yuan (DASFAA (1), 2018)

Medical Concept Embedding with Time-Aware Attention. - Xiangrui Cai; Jinyang Gao; Kee Yuan Ngiam; Beng Chin Ooi; Ying Zhang 015; Xiaojie Yuan (IJCAI, 2018)

Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network. - Yuxiang Zhang 003; Jiamei Fu; Dongyu She; Ying Zhang 015; Senzhang Wang; Jufeng Yang (IJCAI, 2018)

Multivariate Time Series Imputation with Generative Adversarial Networks. - Yonghong Luo; Xiangrui Cai; Ying Zhang 015; Jun Xu; Xiaojie Yuan (NeurIPS, 2018)

StrDip: A Fast Data Stream Clustering Algorithm Using the Dip Test of Unimodality. - Yonghong Luo; Ying Zhang 015; Xiaoke Ding; Xiangrui Cai; Chunyao Song; Xiaojie Yuan (WISE (2), 2018)

Discriminative extraction of features from time series. - Zhenguo Zhang; Haiwei Zhang; Yanlong Wen; Ying Zhang 015; Xiaojie Yuan (Neurocomputing, 2018)

MBMN: Multivariate Bernoulli Mixture Network for News Emotion Analysis. - Xue Zhao 001; Ying Zhang 015; Wenya Guo; Xiaojie Yuan (APWeb/WAIM (2), 2019)

On the Impact of the Length of Subword Vectors on Word Embeddings. - Xiangrui Cai; Yonghong Luo; Ying Zhang 015; Xiaojie Yuan (DASFAA (3), 2019)

GAugur: Quantifying Performance Interference of Colocated Games for Improving Resource Utilization in Cloud Gaming. - Yusen Li; Chuxu Shan; Ruobing Chen 002; Xueyan Tang; Wentong Cai 001; Shanjiang Tang; Xiaoguang Liu 001; Gang Wang 001; Xiaoli Gong; Ying Zhang 015 (HPDC, 2019)

Improving Captioning for Low-Resource Languages by Cycle Consistency. - Yike Wu; Shiwan Zhao; Jia Chen 001; Ying Zhang 015; Xiaojie Yuan; Zhong Su (ICME, 2019)

E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation. - Yonghong Luo; Ying Zhang 015; Xiangrui Cai; Xiaojie Yuan (IJCAI, 2019)

Dependency-Aware Attention Model for Emotion Analysis for Online News. - Xue Zhao 001; Ying Zhang 015; Xiaojie Yuan (PAKDD (1), 2019)

A Twig-Based Algorithm for Top-k Subgraph Matching in Large-Scale Graph Data. - Haiwei Zhang; Xiaofang Xie; Yanlong Wen; Ying Zhang 015 (WISA, 2020)

Re-Attention for Visual Question Answering. - Wenya Guo; Ying Zhang 015; Xiaoping Wu; Jufeng Yang; Xiangrui Cai; Xiaojie Yuan (AAAI, 2020)

Multimodal Topic Detection in Social Networks with Graph Fusion. - Yuhao Zhang; Kehui Song; Xiangrui Cai; Yierxiati Tuergong; Ling Yuan; Ying Zhang 015 (WISA, 2021)

MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization. - Baohang Zhou; Xiangrui Cai; Ying Zhang 015; Wenya Guo; Xiaojie Yuan (AAAI, 2021)

An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization. - Baohang Zhou; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (ACL/IJCNLP (1), 2021)

ImputeRNN: Imputing Missing Values in Electronic Medical Records. - Jiawei Ouyang; Yuhao Zhang; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (DASFAA (3), 2021)

STMG: Spatial-Temporal Mobility Graph for Location Prediction. - Xuan Pan; Xiangrui Cai; Jiangwei Zhang; Yanlong Wen; Ying Zhang 015; Xiaojie Yuan (DASFAA (1), 2021)

A Decision Support System for Heart Failure Risk Prediction Based on Weighted Naive Bayes. - Kehui Song; Shenglong Yu; Haiwei Zhang; Ying Zhang 015; Xiangrui Cai; Xiaojie Yuan (DASFAA (3), 2021)

An Object-Extensible Training Framework for Image Captioning. - Yike Wu; Ying Zhang 015; Xiaojie Yuan (NLPCC (1), 2021)

Missing value imputation in multivariate time series with end-to-end generative adversarial networks. - Ying Zhang 015; Baohang Zhou; Xiangrui Cai; Wenya Guo; Xiaoke Ding; Xiaojie Yuan (Inf. Sci., 2021)

Adversarially learned one-class novelty detection with confidence estimation. - Ying Zhang 015; Baohang Zhou; Xiaoke Ding; Jiawei Ouyang; Xiangrui Cai; Jinyang Gao; Xiaojie Yuan (Inf. Sci., 2021)

An interpretable knowledge-based decision support system and its applications in pregnancy diagnosis. - Kehui Song; Xianyi Zeng; Ying Zhang 015; Julien de Jonckheere; Xiaojie Yuan; Ludovic Koehl (Knowl. Based Syst., 2021)

TAU: Transferable Attention U-Net for optic disc and cup segmentation. - Yuhao Zhang; Xiangrui Cai; Ying Zhang 015; Hong Kang; Xin Ji; Xiaojie Yuan (Knowl. Based Syst., 2021)

Re-Attention for Visual Question Answering. - Wenya Guo; Ying Zhang 015; Jufeng Yang; Xiaojie Yuan (IEEE Trans. Image Process., 2021)

LD-MAN: Layout-Driven Multimodal Attention Network for Online News Sentiment Recognition. - Wenya Guo; Ying Zhang 015; Xiangrui Cai; Lei Meng 001; Jufeng Yang; Xiaojie Yuan (IEEE Trans. Multim., 2021)

DEAR: Dual-Level Self-attention GRU for Online Early Prediction of Sepsis. - Yu Zhao 043; Yike Wu; Mo Liu 006; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (WISA, 2022)

Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information. - Xuhui Sui; Ying Zhang 015; Kehui Song; Baohang Zhou; Guoqing Zhao; Xin Wei; Xiaojie Yuan (COLING, 2022)

Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances. - Yike Wu; Yu Zhao 043; Shiwan Zhao; Ying Zhang 015; Xiaojie Yuan; Guoqing Zhao; Ning Jiang (COLING, 2022)

P extM² extF²N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction. - Ying Zhang 015; Baohang Zhou; Kehui Song; Xuhui Sui; Guoqing Zhao; Ning Jiang; Xiaojie Yuan (EMNLP (Findings), 2022)

MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion. - Yu Zhao 043; Xiangrui Cai; Yike Wu; Haiwei Zhang; Ying Zhang 015; Guoqing Zhao; Ning Jiang (EMNLP, 2022)

A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition. - Baohang Zhou; Ying Zhang 015; Kehui Song; Wenya Guo; Guoqing Zhao; Hongbin Wang; Xiaojie Yuan (EMNLP, 2022)

A Multi-Task Learning Framework for Chinese Medical Procedure Entity Normalization. - Xuhui Sui; Kehui Song; Baohang Zhou; Ying Zhang 015; Xiaojie Yuan (ICASSP, 2022)

BadPrompt: Backdoor Attacks on Continuous Prompts. - Xiangrui Cai; Haidong Xu; Sihan Xu; Ying Zhang 015; Xiaojie Yuan (NeurIPS, 2022)

CRNet: Modeling Concurrent Events over Temporal Knowledge Graph. - Shichao Wang; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (ISWC, 2022)

Multi-grained Label Refinement Network with Dependency Structures for Joint Intent Detection and Slot Filling. - Baohang Zhou; Ying Zhang 015; Xuhui Sui; Kehui Song; Xiaojie Yuan (CoRR, 2022)

Reduction of large-scale graphs: Effective edge shedding at a controllable ratio under resource constraints. - Yiling Zeng; Chunyao Song; Tingjian Ge; Ying Zhang 015 (Knowl. Based Syst., 2022)

Mitigating the Backdoor Attack by Federated Filters for Industrial IoT Applications. - Boyu Hou; Jiqiang Gao; Xiaojie Guo 004; Thar Baker; Ying Zhang 015; Yanlong Wen; Zheli Liu (IEEE Trans. Ind. Informatics, 2022)

When Pairs Meet Triplets: Improving Low-Resource Captioning via Multi-Objective Optimization. - Yike Wu; Shiwan Zhao; Ying Zhang 015; Xiaojie Yuan; Zhong Su (ACM Trans. Multim. Comput. Commun. Appl., 2022)

From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment. - Yu Zhao 043; Yike Wu; Xiangrui Cai; Ying Zhang 015; Haiwei Zhang; Xiaojie Yuan (ACL (Findings), 2023)

AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis. - Ru Zhou; Wenya Guo; Xumeng Liu; Shenglong Yu; Ying Zhang 015; Xiaojie Yuan (ACL (Findings), 2023)

Selecting Key Views for Zero-Shot Entity Linking. - Xuhui Sui; Ying Zhang 015; Kehui Song; Baohang Zhou; Xiaojie Yuan; Wensheng Zhang 002 (EMNLP (Findings), 2023)

BioFEG: Generate Latent Features for Biomedical Entity Linking. - Xuhui Sui; Ying Zhang 015; Xiangrui Cai; Kehui Song; Baohang Zhou; Xiaojie Yuan; Wensheng Zhang 002 (EMNLP, 2023)

Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark. - Shenglong Yu; Ying Zhang 015; Wenya Guo; Zhengkun Zhang; Ru Zhou; Xiaojie Yuan (EMNLP (Findings), 2023)

Incorporating Object-Level Visual Context for Multimodal Fine-Grained Entity Typing. - Ying Zhang 015; Wenbo Fan; Kehui Song; Yu Zhao 043; Xuhui Sui; Xiaojie Yuan (EMNLP (Findings), 2023)

CD-BLI: Confidence-Based Dual Refinement for Unsupervised Bilingual Lexicon Induction. - Shenglong Yu; Wenya Guo; Ying Zhang 015; Xiaojie Yuan (NLPCC (2), 2023)

Secure Aggregation is Insecure: Category Inference Attack on Federated Learning. - Jiqiang Gao; Boyu Hou; Xiaojie Guo 004; Zheli Liu; Ying Zhang 015; Kai Chen 012; Jin Li 002 (IEEE Trans. Dependable Secur. Comput., 2023)

Learning Disentangled Representation for Multimodal Cross-Domain Sentiment Analysis. - Yuhao Zhang; Ying Zhang 015; Wenya Guo; Xiangrui Cai; Xiaojie Yuan (IEEE Trans. Neural Networks Learn. Syst., 2023)

Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation. - Tianhao Huang; Xuan Pan; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (AAAI, 2024)

MELOV: Multimodal Entity Linking with Optimized Visual Features in Latent Space. - Xuhui Sui; Ying Zhang 015; Yu Zhao 043; Kehui Song; Baohang Zhou; Xiaojie Yuan (ACL (Findings), 2024)

DPDLLM: A Black-box Framework for Detecting Pre-training Data from Large Language Models. - Baohang Zhou; Zezhong Wang 004; Lingzhi Wang 001; Hongru Wang 003; Ying Zhang 015; Kehui Song; Xuhui Sui; Kam-Fai Wong (ACL (Findings), 2024)

Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation. - Xumeng Liu; Wenya Guo; Ying Zhang 015; Xubo Liu 002; Yu Zhao 043; Shenglong Yu; Xiaojie Yuan (LREC/COLING, 2024)

Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting. - Ying Zhang 015; Xinying Qian; Yu Zhao 043; Baohang Zhou; Kehui Song; Xiaojie Yuan (LREC/COLING, 2024)

MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction. - Baohang Zhou; Ying Zhang 015; Kehui Song; Hongru Wang 003; Yu Zhao 043; Xuhui Sui; Xiaojie Yuan (LREC/COLING, 2024)

TimeR⁴ : Time-aware Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering. - Xinying Qian; Ying Zhang 015; Yu Zhao 043; Baohang Zhou; Xuhui Sui; Li Zhang; Kehui Song (EMNLP, 2024)

Tracking-forced Referring Video Object Segmentation. - Ruxue Yan; Wenya Guo; Xubo Liu 002; Xumeng Liu; Ying Zhang 015; Xiaojie Yuan (ACM Multimedia, 2024)

Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion. - Yu Zhao 043; Ying Zhang 015; Baohang Zhou; Xinying Qian; Kehui Song; Xiangrui Cai (SIGIR, 2024)

SINet: Improving relational features in two-stage referring expression comprehension. - Wenya Guo; Ying Zhang 015; Xiaojie Yuan (Expert Syst. Appl., 2024)

Multi-level feature interaction for open knowledge base canonicalization. - Xuhui Sui; Ying Zhang 015; Kehui Song; Baohang Zhou; Xiaojie Yuan (Knowl. Based Syst., 2024)

LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection. - Xiangrui Cai; Yang Wang 128; Sihan Xu; Hao Li 027; Ying Zhang 015; Zheli Liu; Xiaojie Yuan (IEEE Trans. Inf. Forensics Secur., 2024)

SGT++: Improved Scene Graph-Guided Transformer for Surgical Report Generation. - Chen Lin; Zhenfeng Zhu; Yawei Zhao; Ying Zhang 015; Kunlun He; Yao Zhao 001 (IEEE Trans. Medical Imaging, 2024)

GeoCo: Geographical Correlation Enhanced Network for POI Recommendation. - Xuan Pan; Xiangrui Cai; Sihan Xu; Ying Zhang 015; Peng Nie; Xiaojie Yuan (IEEE Trans. Knowl. Data Eng., 2024)

Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales. - Xinyu Yang; Yu Sun 027; Xinyang Chen 001; Ying Zhang 015; Xiaojie Yuan (AAAI, 2025)

Collaborative Imputation for Multivariate Time Series with Convergence Guarantee. - Yu Sun 027; Xinyu Yang; Shaoxu Song; Ying Zhang 015; Xiaojie Yuan (ICDE, 2025)

Multimodal Knowledge Graph Error Detection with Disentanglement VAE and Multi-Grained Triplet Confidence. - Xuhui Sui; Ying Zhang 015; Yu Zhao 043; Baohang Zhou; Xiaojie Yuan (WWW, 2025)

Multimodal Graph-Based Variational Mixture of Experts Network for Zero-Shot Multimodal Information Extraction. - Baohang Zhou; Ying Zhang 015; Yu Zhao 043; Xuhui Sui; Xiaojie Yuan (WWW, 2025)

Prompt Compression based on Key-Information Density. - Yuhao Lin; Wenya Guo; Ying Zhang 015; Chengyi Yang; Zengxiang Li (Expert Syst. Appl., 2025)

ME3A: A Multimodal Entity Entailment framework for multimodal Entity Alignment. - Yu Zhao 043; Ying Zhang 015; Xuhui Sui; Xiangrui Cai (Inf. Process. Manag., 2025)

Introducing high correlation and high quality instances for few-shot entity linking. - Xuhui Sui; Ying Zhang 015; Kehui Song; Baohang Zhou; Xiaojie Yuan (Neural Networks, 2025)

ZS-MNET: A zero-shot learning based approach to multimodal named entity typing. - Baohang Zhou; Ying Zhang 015; Kehui Song; Xuhui Sui; Yu Zhao 043; Xiaojie Yuan (Neural Networks, 2025)

Hyper-modal Imputation Diffusion Embedding with Dual-Distillation for Federated Multimodal Knowledge Graph Completion. - Ying Zhang 015; Yu Zhao 043; Xuhui Sui; Baohang Zhou; Xiangrui Cai; Li Shen 008; Xiaojie Yuan; Dacheng Tao (CoRR, 2025)

Dark Side of Modalities: Reinforced Multimodal Distillation for Multimodal Knowledge Graph Reasoning. - Yu Zhao 043; Ying Zhang 015; Xuhui Sui; Baohang Zhou; Haoze Zhu; Jeff Z. Pan; Xiaojie Yuan (CoRR, 2025)

RMSL: Weakly-Supervised Insider Threat Detection with Robust Multi-sphere Learning. - Yang Wang 128; Yaxin Zhao; Xinyu Jiao; Sihan Xu; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (CoRR, 2025)