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Xinyu Ma

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

56

Venues

23

Active years

1995–2026

Best venue rank

A*

Where they publish

Papers

56 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIEndoIR: Degradation-Agnostic All-in-One Endoscopic Image Restoration via Noise-Aware Routing Diffusion.Tong Chen, Xinyu Ma, Long Bai, Wenyang Wang, Yue Sun, Luping Zhou
2026ACLBranch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory.Shiqi He, Yue Cui, Xinyu Ma, Yaliang Li, Bolin Ding, Mosharaf Chowdhury
2026ACLReasonRank: Empowering Passage Ranking with Strong Reasoning Ability.Wenhan Liu, Xinyu Ma, Weiwei Sun, Yutao Zhu, Yuchen Li, Dawei Yin, Zhicheng Dou
2026ACLAgentic-R: Learning to Retrieve for Agentic Search.Wenhan Liu, Xinyu Ma, Yutao Zhu, Yuchen Li, Daiting Shi, Dawei Yin, Zhicheng Dou
2026ACLReinforced Efficient Reasoning via Semantically Diverse Exploration.Ziqi Zhao, Zhaochun Ren, Jiahong Zou, Liu Yang, Zhiwei Xu, Xuri Ge, Zhumin Chen, Xinyu Ma, Daiting Shi, Shuaiqiang Wang, Dawei Yin, Xin Xin
2026ECIRLLM-Based Listwise Reranking Under the Effect of Positional Bias.Jingfen Qiao, Jin Huang, Xinyu Ma, Shuaiqiang Wang, Dawei Yin, Evangelos Kanoulas, Andrew Yates
2026KDDRetain to Refine: Adaptive Online Question Answering via Query Routing and Long-Short Memory.Yuchen Li, Jiamin Chen, Xinran Chen, Zhiyu Li, Haojie Zhang, Rui Kong, Jiayi Li, Xinyu Ma, Hengyi Cai, Lixin Su, Shuaiqiang Wang, Jiashu Zhao, Yongqi Zhang, Haoyi Xiong, Linghe Kong, Lei Chen, Dawei Yin
2026WWWProbe-and-Fetch: Dynamic KV Cache Pruning for Accelerated Long-Context Inference in Web-Scale AI Search.Yuchen Li, Rui Kong, Xinran Chen, Chengzhe Zhang, Jiamin Chen, Cheng Deng, Xinyu Ma, Haojie Zhang, Tianhao Peng, Hengyi Cai, Shuaiqiang Wang, Jiashu Zhao, Yongqi Zhang, Haoyi Xiong, Jimmy Xiangji Huang, Lei Chen, Jun Wang, Dawei Yin
2026WWWModel Editing for New Document Integration in Generative Information Retrieval.Zhen Zhang, Zihan Wang, Xinyu Ma, Shuaiqiang Wang, Dawei Yin, Xin Xin, Pengjie Ren, Maarten de Rijke, Zhaochun Ren
2026SIGIRDeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent.Tongzhou Wu, Yuhao Wang, Xinyu Ma, Xiuqiang He, Shuaiqiang Wang, Dawei Yin, Xiangyu Zhao
2025ACLKnowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation.Shijie Wang, Wenqi Fan, Yue Feng, Shanru Lin, Xinyu Ma, Shuaiqiang Wang, Dawei Yin
2025ACLTC-RAG: Turing-Complete RAG's Case study on Medical LLM Systems.Xinke Jiang, Yue Fang, Rihong Qiu, Haoyu Zhang, Yongxin Xu, Hao Chen, Wentao Zhang, Ruizhe Zhang, Yuchen Fang, Xinyu Ma, Xu Chu, Junfeng Zhao, Yasha Wang
2025ACLSliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models.Wenhan Liu, Xinyu Ma, Yutao Zhu, Ziliang Zhao, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
2025ACLParenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning.Yongxin Xu, Ruizhe Zhang, Xinke Jiang, Yujie Feng, Yuzhen Xiao, Xinyu Ma, Runchuan Zhu, Xu Chu, Junfeng Zhao, Yasha Wang
2025ACLThe Mirage of Model Editing: Revisiting Evaluation in the Wild.Wanli Yang, Fei Sun, Jiajun Tan, Xinyu Ma, Qi Cao, Dawei Yin, Huawei Shen, Xueqi Cheng
2025EMNLPCoRanking: Collaborative Ranking with Small and Large Ranking Agents.Wenhan Liu, Xinyu Ma, Yutao Zhu, Lixin Su, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
2025EMNLPCDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task.Haosi Mo, Xinyu Ma, Xuebo Liu, Derek F. Wong, Yu Li, Jie Liu, Min Zhang
2025EMNLPTP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning.Hang Ni, Fan Liu, Xinyu Ma, Lixin Su, Shuaiqiang Wang, Dawei Yin, Hui Xiong, Hao Liu
2025EMNLPEvaluation of Text-to-Image Generation from a Creativity Perspective.Xinhao Wang, Xinyu Ma, Shengyong Ding, Derek F. Wong
2025ICDEMYuchen Li, Hao Zhang, Yongqi Zhang, Xinyu Ma, Wenwen Ye, Naifei Song, Shuaiqiang Wang, Haoyi Xiong, Dawei Yin, Lei Chen
2025ICLRDRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing.Xinyu Ma, Yifeng Xu, Yang Lin, Tianlong Wang, Xu Chu, Xin Gao, Junfeng Zhao, Yasha Wang
2025KDDFULTR: A Large-Scale Fusion Learning to Rank Dataset and Its Application for Satisfaction-Oriented Ranking.Yuchen Li, Hao Zhang, Haojie Zhang, Hengyi Cai, Xinyu Ma, Shuaiqiang Wang, Haoyi Xiong, Zhaochun Ren, Maarten de Rijke, Dawei Yin
2025MICCAIMatchGen: Detecting Medical Abnormal Region by Generating Matched Normal Regions.Xinyu Ma, Jinhui Ma, Shiqi He, Xin Che, Hon Yiu So, Lingyang Chu
2025WWWTourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy.Yiqun Chen, Qi Liu, Yi Zhang, Weiwei Sun, Xinyu Ma, Wei Yang, Daiting Shi, Jiaxin Mao, Dawei Yin
2025SIGIRReproducibility, Replicability, and Insights into Visual Document Retrieval with Late Interaction.Jingfen Qiao, Jia-Huei Ju, Xinyu Ma, Evangelos Kanoulas, Andrew Yates
2025SIGIRReplication and Exploration of Generative Retrieval over Dynamic Corpora.Zhen Zhang, Xinyu Ma, Weiwei Sun, Pengjie Ren, Zhumin Chen, Shuaiqiang Wang, Dawei Yin, Maarten de Rijke, Zhaochun Ren
2025VINCIGhost of Life.Ziwei Wu, Xinyu Ma, Kang Zhang
2024ACLCombating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation.Yang Lin, Xinyu Ma, Xin Gao, Ruiqing Li, Yasha Wang, Xu Chu
2024ACLThe Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse.Wanli Yang, Fei Sun, Xinyu Ma, Xun Liu, Dawei Yin, Xueqi Cheng
2024COLING3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset.Xinyu Ma, Xuebo Liu, Derek F. Wong, Jun Rao, Bei Li, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang
2024EMNLPMAIR: A Massive Benchmark for Evaluating Instructed Retrieval.Weiwei Sun, Zhengliang Shi, Wu Long, Lingyong Yan, Xinyu Ma, Yiding Liu, Min Cao, Dawei Yin, Zhaochun Ren
2024EMNLPThe Fall of ROME: Understanding the Collapse of LLMs in Model Editing.Wanli Yang, Fei Sun, Jiajun Tan, Xinyu Ma, Du Su, Dawei Yin, Huawei Shen
2024ICDEEnhancing Topic Interpretability for Neural Topic Modeling Through Topic-Wise Contrastive Learning.Xin Gao, Yang Lin, Ruiqing Li, Yasha Wang, Xu Chu, Xinyu Ma, Hailong Yu
2024ICMLParameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation.Xinyu Ma, Xu Chu, Zhibang Yang, Yang Lin, Xin Gao, Junfeng Zhao
2023CIKMPre-training with Aspect-Content Text Mutual Prediction for Multi-Aspect Dense Retrieval.Xiaojie Sun, Keping Bi, Jiafeng Guo, Xinyu Ma, Yixing Fan, Hongyu Shan, Qishen Zhang, Zhongyi Liu
2023EMNLPIs ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents.Weiwei Sun, Lingyong Yan, Xinyu Ma, Shuaiqiang Wang, Pengjie Ren, Zhumin Chen, Dawei Yin, Zhaochun Ren
2023EMNLPClustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix.Xinyu Ma, Xuebo Liu, Min Zhang
2023ICISArtificial Intelligence, CEO Turnover, and Directional Change in Firm Innovation.Bowen Lou, Xinyu Ma, Lynn Wu
2023ICNPART: Adaptive Retransmission for Wide-Area Loss Recovery in the Wild.Tong Li, Wei Liu, Xinyu Ma, Shuaipeng Zhu, Jingkun Cao, Senzhen Liu, Taotao Zhang, Yinfeng Zhu, Bo Wu, Ke Xu
2023SIGCOMMPoster: PolyCC: Poly-Algorithmic Congestion Control.Shuaipeng Zhu, Tong Li, Xinyu Ma, Yinfeng Zhu, Taotao Zhang, Senzhen Liu, Haiyang Wang, Ke Xu
2022CIKMScattered or Connected? An Optimized Parameter-efficient Tuning Approach for Information Retrieval.Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Xueqi Cheng
2022CIKMA Contrastive Pre-training Approach to Discriminative Autoencoder for Dense Retrieval.Xinyu Ma, Ruqing Zhang, Jiafeng Guo, Yixing Fan, Xueqi Cheng
2022DASFAAInDISP: An Interpretable Model for Dynamic Illness Severity Prediction.Xinyu Ma, Meng Wang, Xing Liu, Yifan Yang, Yefeng Zheng, Sen Wang
2022SIGIRPre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction.Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Xueqi Cheng
2021WWWA Linguistic Study on Relevance Modeling in Information Retrieval.Yixing Fan, Jiafeng Guo, Xinyu Ma, Ruqing Zhang, Yanyan Lan, Xueqi Cheng
2021WWWDistilling Knowledge from Publicly Available Online EMR Data to Emerging Epidemic for Prognosis.Liantao Ma, Xinyu Ma, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Chaohe Zhang, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang
2021SIGIRB-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval.Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Yingyan Li, Xueqi Cheng
2021WSDMPROP: Pre-training with Representative Words Prediction for Ad-hoc Retrieval.Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Xiang Ji, Xueqi Cheng
2020AAAIAdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration.Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma
2020AAAIConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context.Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiangtao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao
2020SENSYSEstimating Harvestable Energy in Time-Varying Indoor Light Conditions.Xinyu Ma, Sebastian Bader, Bengt Oelmann
2019ADMABSI: A System for Predicting and Analyzing Accident Risk.Xinyu Ma, Yuhao Yang, Meng Wang
2019SENSYSA Scalable, Data-driven Approach for Power Estimation of Photovoltaic Devices under Indoor Conditions.Xinyu Ma, Sebastian Bader, Bengt Oelmann
2012PersuasivePhone Row: A Smartphone Game Designed to Persuade People to Engage in Moderate-Intensity Physical Activity.Matthijs Jan Zwinderman, Azadeh Shirzad, Xinyu Ma, Prina Bajracharya, Hans Sandberg, Maurits Clemens Kaptein
1996ICASSPRobust time delay estimation using lower-order statistics.Xinyu Ma, Chrysostomos L. Nikias
1995ICASSPOn blind channel identification for impulsive signal environments.Xinyu Ma, Chrysostomos L. Nikias