Yanfeng Wang 0001 - researchr alias

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Viewing Publication 1 - 58 from 58

2026

Dual-granularity Sinkhorn Distillation for Enhanced Learning from Long-Tailed Noisy DataFeng Hong 0004, Yu Huang, Zihua Zhao, Zhihan Zhou 0002, Jiangchao Yao, Dongsheng Li, Ya Zhang 0002, Yanfeng Wang 0001. ml, 115(3):41, March 2026. [doi]

MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process SupervisionShuyang Jiang, Yusheng Liao, Zhe Chen 0024, Ya Zhang 0002, Yanfeng Wang 0001, Yu Wang 0027. AAAI 2026: 31319-31327 [doi]

Versatile Vision-Language Model for 3D Computed TomographyJiayu Lei, Ziqing Fan, Yanyong Zhang, Weidi Xie, Ya Zhang 0002, Yanfeng Wang 0001. AAAI 2026: 5945-5954 [doi]

COST: Contrastive one-stage transformer for vision-language small object trackingChunhui Zhang, Li Liu 0036, Jialin Gao, Xin Sun, Hao Wen, Xi Zhou, Shiming Ge, Yanfeng Wang 0001. inffus, 126:103604, 2026. [doi]

Privileged information assisted learning from noisy correspondenceZihua Zhao, Tianjie Dai, Mengxi Chen, Jiangchao Yao, Bo Han 0003, Ya Zhang 0002, Yanfeng Wang 0001. ijon, 672:132733, 2026. [doi]

2025

Boosting Nighttime UAV Tracking via Self-prompting Autoregressive Learning and a New BenchmarkChunhui Zhang 0001, Li Liu 0036, Hao Wen, Xi Zhou, Yanfeng Wang 0001. prcv 2026: 3-24 [doi]

MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further TuningHaoning Wu 0002, Shaocheng Shen, Qiang Hu 0003, Xiaoyun Zhang 0001, Ya Zhang 0002, Yanfeng Wang 0001. wacv 2025: 3944-3953 [doi]

VARFVV: View-Adaptive Real-Time Interactive Free-View Video Streaming With Edge ComputingQiang Hu 0003, Qihan He, Houqiang Zhong, Guo Lu, Xiaoyun Zhang 0001, Guangtao Zhai, Yanfeng Wang 0001. jsac, 43(7):2620-2634, July 2025. [doi]

Decouple Before Align: Visual Disentanglement Enhances Prompt TuningFei Zhang 0016, Tianfei Zhou, Jiangchao Yao, Ya Zhang 0002, Ivor W. Tsang, Yanfeng Wang 0001. pami, 47(11):10619-10632, November 2025. [doi]

ConText: Driving In-context Learning for Text Removal and SegmentationFei Zhang 0016, Pei Zhang 0011, Baosong Yang, Fei Huang 0002, Yanfeng Wang 0001, Ya Zhang 0002. icml 2025: [doi]

Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical ApplicationsZhe Chen 0024, Yusheng Liao, Shuyang Jiang, Pingjie Wang, Yiqiu Guo, Yanfeng Wang 0001, Yu Wang 0027. acl 2025: 15285-15309 [doi]

Ethical-Lens: Curbing malicious usages of open-source text-to-image modelsYuzhu Cai, Sheng Yin, Yuxi Wei, Chenxin Xu, Weibo Mao, Felix Juefei-Xu, Siheng Chen, Yanfeng Wang 0001. patterns, 6(4):101187, 2025. [doi]

Redundancy-Adaptive Multimodal Learning for imperfect dataMengxi Chen, Jiangchao Yao, Linyu Xing, Yu Wang 0027, Ya Zhang 0002, Yanfeng Wang 0001. NN, 191:107821, 2025. [doi]

Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File SelectionZiqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen 0008, Ya Zhang 0002, Dacheng Tao, Yanfeng Wang 0001. iclr 2025: [doi]

3Builder: A Multi-agent System for Automated Machine Learning in Medical ImagingJinghao Feng, Qiaoyu Zheng, Chaoyi Wu, Ziheng Zhao, Ya Zhang 0002, Yanfeng Wang 0001, Weidi Xie. miccai 2026: 115-124 [doi]

SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice AssistantYixuan Hou, Heyang Liu, Yuhao Wang, Ziyang Cheng 0002, Ronghua Wu, Qunshan Gu, Yanfeng Wang 0001, Yu Wang 0027. interspeech 2025: [doi]

VRVVC: Variable-Rate NeRF-Based Volumetric Video CompressionQiang Hu, Houqiang Zhong, Zihan Zheng, Xiaoyun Zhang, Zhengxue Cheng, Li Song, Guangtao Zhai, Yanfeng Wang 0001. AAAI 2025: 3563-3571 [doi]

4DGC: Rate-Aware 4D Gaussian Compression for Efficient Streamable Free-Viewpoint VideoQiang Hu, Zihan Zheng, Houqiang Zhong, Sihua Fu, Li Song 0001, Xiaoyun Zhang 0001, Guangtao Zhai, Yanfeng Wang 0001. cvpr 2025: 875-885 [doi]

Few-Shot Anomaly Detection via Category-Agnostic Registration LearningChaoqin Huang, Haoyan Guan, Aofan Jiang, Ya Zhang 0002, Michael W. Spratling, Xinchao Wang, Yanfeng Wang 0001. tnn, 36(7):13527-13541, July 2025. [doi]

Surv: Hybrid Multi-Task Transformer for Hepatocellular Carcinoma Response and Survival EvaluationRushi Jiao, Qiuping Liu, Yao Zhang 0010, Bangzheng Pu, Bingsen Xue, Yi Cheng, Kailan Yang, Xisheng Liu, Jinrong Qu, Cheng Jin 0005, Ya Zhang 0002, Yanfeng Wang 0001, Yu-Dong Zhang. TIP, 34:3873-3888, 2025. [doi]

UniBrain: Universal Brain MRI diagnosis with hierarchical knowledge-enhanced pre-trainingJiayu Lei, Lisong Dai, Haoyun Jiang, Chaoyi Wu, Xiaoman Zhang, Yao Zhang 0010, Jiangchao Yao, Weidi Xie, Yan-Ning Zhang 0001, Yuehua Li, Ya Zhang 0002, Yanfeng Wang 0001. cmig, 122:102516, 2025. [doi]

ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical AgentsYusheng Liao, Shuyang Jiang, Yanfeng Wang 0001, Yu Wang 0027. acl 2025: 13507-13531 [doi]

Multi-Agent System for Comprehensive Soccer UnderstandingJiayuan Rao, Zifeng Li, Haoning Wu, Ya Zhang, Yanfeng Wang 0001, Weidi Xie. mm 2025: 3654-3663 [doi]

Towards Universal Soccer Video UnderstandingJiayuan Rao, Haoning Wu 0002, Hao Jiang, Ya Zhang, Yanfeng Wang 0001, Weidi Xie. cvpr 2025: 8384-8394 [doi]

Synthesizing Post-Training Data for LLMs through Multi-Agent SimulationShuo Tang, Xianghe Pang, Zexi Liu, Bohan Tang, Rui Ye, Tian Jin, Xiaowen Dong 0001, Yanfeng Wang 0001, Siheng Chen. acl 2025: 23306-23335 [doi]

Reconstruct the Pruned Model Without RetrainingPingjie Wang, Ziqing Fan, Shengchao Hu, Zhe Chen 0024, Yanfeng Wang 0001, Yu Wang 0027. jstsp, 19(7):1279-1290, October 2025. [doi]

Contrast-Unity for Partially-Supervised Temporal Sentence GroundingHaicheng Wang, Chen Ju, Weixiong Lin, Chaofan Ma, Shuai Xiao, Ya Zhang 0002, Yanfeng Wang 0001. icassp 2025: 1-5 [doi]

FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User DataWenhao Wang, Zijie Yu, Rui Ye 0001, Jianqing Zhang, Guangyi Liu, Liang Liu, Siheng Chen, Yanfeng Wang 0001. emnlp 2025: 26387-26408 [doi]

SLIDE: A Unified Mesh and Texture Generation Framework with Enhanced Geometric Control and Multi-view ConsistencyJinyi Wang, Zhaoyang Lyu, Ben Fei, Jiangchao Yao, Ya Zhang 0002, Bo Dai 0002, Dahua Lin, Ying He, Yanfeng Wang 0001. ijcv, 133(6):3105-3128, June 2025. [doi]

Towards evaluating and building versatile large language models for medicineChaoyi Wu, Pengcheng Qiu, Jinxin Liu, Hongfei Gu, Na Li, Ya Zhang 0002, Yanfeng Wang 0001, Weidi Xie. npjdm, 8(1), 2025. [doi]

MoMa: Modulating Mamba for Adapting Image Foundation Models to Video RecognitionYuhuan Yang, Chaofan Ma, Zhenjie Mao, Jiangchao Yao, Ya Zhang 0002, Yanfeng Wang 0001. icml 2025: [doi]

Fairness-guided federated training for generalization and personalization in cross-silo federated learningRuipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang 0002, Yanfeng Wang 0001. jzusc, 26(1):42-61, January 2025. [doi]

G4Seg: Generation for Inexact Segmentation Refinement with Diffusion ModelsTianjiao Zhang, Fei Zhang 0016, Jiangchao Yao, Ya Zhang 0002, Yanfeng Wang 0001. icmcs 2025: 1-6 [doi]

RadIR: A Scalable Framework for Multi-grained Medical Image Retrieval via Radiology Report MiningTengfei Zhang, Ziheng Zhao, Chaoyi Wu, Xiao Zhou, Ya Zhang 0002, Yanfeng Wang 0001, Weidi Xie. miccai 2026: 508-518 [doi]

MambaTrack: Exploiting Dual-Enhancement for Night UAV TrackingChunhui Zhang, Li Liu 0036, Hao Wen, Xi Zhou, Yanfeng Wang 0001. icassp 2025: 1-5 [doi]

AutoMedEval: Harnessing Language Models for Automatic Medical Capability EvaluationXiechi Zhang, Zetian Ouyang, Linlin Wang, Gerard de Melo, Zhu Cao, Xiaoling Wang, Ya Zhang 0002, Yanfeng Wang 0001, Liang He 0001. acl 2025: 6272-6285 [doi]

LibriSQA: A Novel Dataset and Framework for Spoken Question Answering with Large Language ModelsZihan Zhao, Yiyang Jiang, Heyang Liu, Yu Wang 0027, Yanfeng Wang 0001. tai, 6(11):2884-2895, November 2025. [doi]

AuscMLLM: Bridging Classification and Reasoning in Heart Sound Analysis with a Multimodal Large Language ModelZihan Zhao, Pingjie Wang, Liudan Zhao, Ya Zhang 0002, Kun Sun, Xin Sun, Xin Zhou, Yanfeng Wang 0001, Yu Wang 0027. icassp 2025: 1-5 [doi]

EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving KnowledgeZhiyuan Zhu, Yusheng Liao, Zhe Chen 0024, Yuhao Wang, Yunfeng Guan 0001, Yanfeng Wang 0001, Yu Wang 0027. acl 2025: 16173-16188 [doi]

2024

Probabilistic Conformal Distillation for Enhancing Missing Modality RobustnessMengxi Chen, Fei Zhang, Zihua Zhao, Jiangchao Yao, Ya Zhang 0002, Yanfeng Wang 0001. nips 2024: [doi]

Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language ModelsSheng Feng, Heyang Liu, Yu Wang 0002, Yanfeng Wang 0001. interspeech 2024: [doi]

Multi-sentence Grounding for Long-Term Instructional VideoZeqian Li, Qirui Chen, Tengda Han, Ya Zhang 0002, Yanfeng Wang 0001, Weidi Xie. eccv 2025: 200-216 [doi]

MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge AggregationYusheng Liao, Shuyang Jiang, Zhe Chen, Yanfeng Wang 0001, Yu Wang 0027. emnlp 2024: 10562-10581 [doi]

Revive Re-weighting in Imbalanced Learning by Density Ratio EstimationJiaan Luo, Feng Hong 0004, Jiangchao Yao, Bo Han 0003, Ya Zhang 0002, Yanfeng Wang 0001. nips 2024: [doi]

CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical ScenariosZetian Ouyang, Yishuai Qiu, Linlin Wang, Gerard de Melo, Ya Zhang 0002, Yanfeng Wang 0001, Liang He 0001. emnlp 2024: 8428-8438 [doi]

MatchTime: Towards Automatic Soccer Game Commentary GenerationJiayuan Rao, Haoning Wu 0002, Chang Liu 0079, Yanfeng Wang 0001, Weidi Xie. emnlp 2024: 1671-1685 [doi]

KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from ServerWenhao Wang, Xiaoyu Liang, Rui Ye, Jingyi Chai, Siheng Chen, Yanfeng Wang 0001. emnlp 2024: 7677-7695 [doi]

Language-Driven Interactive Traffic Trajectory GenerationJunkai Xia, Chenxin Xu, Qingyao Xu, Yanfeng Wang 0001, Siheng Chen. nips 2024: [doi]

ReMamber: Referring Image Segmentation with Mamba TwisterYuhuan Yang, Chaofan Ma, Jiangchao Yao, Zhun Zhong, Ya Zhang 0002, Yanfeng Wang 0001. eccv 2025: 108-126 [doi]

Multi-modal Prototypes for Open-World Semantic SegmentationYuhuan Yang, Chaofan Ma, Chen Ju, Fei Zhang, Jiangchao Yao, Ya Zhang 0002, Yanfeng Wang 0001. ijcv, 132(12):6004-6020, December 2024. [doi]

FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language ModelsRui Ye, Rui Ge 0008, Xinyu Zhu, Jingyi Chai, Yaxin Du, Yang Liu, Yanfeng Wang 0001, Siheng Chen. nips 2024: [doi]

WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale BenchmarkChunhui Zhang, Li Liu 0036, Guanjie Huang, Hao Wen, Xi Zhou, Yanfeng Wang 0001. nips 2024: [doi]

MADE: Malicious Agent Detection for Robust Multi-Agent Collaborative PerceptionYangheng Zhao, Zhen Xiang, Sheng Yin, Xianghe Pang, Yanfeng Wang 0001, Siheng Chen. iros 2024: 13817-13823 [doi]

RaTEScore: A Metric for Radiology Report GenerationWeike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang 0002, Yanfeng Wang 0001, Weidi Xie. emnlp 2024: 15004-15019 [doi]

JOINTRF: End-To-End Joint Optimization for Dynamic Neural Radiance Field Representation and CompressionZihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song 0001, Ya Zhang, Yanfeng Wang 0001. icip 2024: 3292-3298 [doi]

RA2FD: Distilling Faithfulness into Efficient Dialogue SystemsZhiyuan Zhu, Yusheng Liao, Chenxin Xu, Yunfeng Guan 0001, Yanfeng Wang 0001, Yu Wang 0027. emnlp 2024: 12304-12317 [doi]

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