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Zuozhu Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

68

Venues

16

Active years

2017–2026

Best venue rank

A*

Where they publish

Papers

68 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAITopology-Inspired Backward-Free Framework for Test-Time Adaptation in Medical Detection.Bin Pu, Xingguo Lv, Jiewen Yang, Kai Xu, Lei Zhao, Zuozhu Liu, Kenli Li
2026AAAICP-Router: An Uncertainty-Aware Router Between LLM and LRM.Jiayuan Su, Fulin Lin, Zhaopeng Feng, Han Zheng, Teng Wang, Zhenyu Xiao, Xinlong Zhao, Zuozhu Liu, Lu Cheng, Hongwei Wang
2026AAAIBeyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation.Yuan Wang, Shujian Gao, Jiaxiang Liu, Songtao Jiang, Haoxiang Xia, Xiaotian Zhang, Zhaolu Kang, Yemin Wang, Zuozhu Liu
2026AAAIMPA: Multimodal Prototype Augmentation for Few-Shot Learning.Liwen Wu, Wei Wang, Lei Zhao, Zhan Gao, Qika Lin, Shaowen Yao, Zuozhu Liu, Bin Pu
2026ACLMT³: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation.Zhaopeng Feng, Yupu Liang, Shaosheng Cao, Jiayuan Su, Jiahan Ren, Zhijie Zhou, Wenxuan Huang, Jian Wu, Zuozhu Liu
2026ACLAct as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering.Songtao Jiang, Yuan Wang, Ruizhe Chen, Yan Zhang, Ruilin Luo, Bohan Lei, Yeying Jin, Sibo Song, Zhibo Yang, Jimeng Sun, Jian Wu, Zuozhu Liu
2026ACLTowards Proactive Personalization through Profile Customization for Individual Users in Dialogues.Xiaotian Zhang, Yuan Wang, Ruizhe Chen, Zeya Wang, Runchen Hou, Zuozhu Liu
2026ICDEBuilding and Benchmarking Large Language Models for Machine Translation in Social Network Services.Hongcheng Guo, Fei Zhao, Shaosheng Cao, Xinze Lyu, Zijie Meng, Yue Wang, Yao Hu, Zhoujun Li, Zuozhu Liu
2026WWWGCAgent: Enhancing Group Chat Communication through Dialogue Agents System.Zijie Meng, Zheyong Xie, Zheyu Ye, Chonggang Lu, Zuozhu Liu, Zihan Niu, Yao Hu, Shaosheng Cao
2025AAAIKPL: Training-Free Medical Knowledge Mining of Vision-Language Models.Jiaxiang Liu, Tianxiang Hu, Jiawei Du, Ruiyuan Zhang, Joey Tianyi Zhou, Zuozhu Liu
2025ACLDiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models.Ruizhe Chen, Wenhao Chai, Zhifei Yang, Xiaotian Zhang, Ziyang Wang, Tony Q. S. Quek, Joey Tianyi Zhou, Soujanya Poria, Zuozhu Liu
2025ACLBiasGuard: A Reasoning-Enhanced Bias Detection Tool for Large Language Models.Zhiting Fan, Ruizhe Chen, Zuozhu Liu
2025ACLM-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation.Zhaopeng Feng, Jiayuan Su, Jiamei Zheng, Jiahan Ren, Yan Zhang, Jian Wu, Hongwei Wang, Zuozhu Liu
2025ACLFast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering.Songtao Jiang, Chenyi Zhou, Yan Zhang, Yeying Jin, Zuozhu Liu
2025ACLHSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models.Songtao Jiang, Yan Zhang, Yeying Jin, Zhihang Tang, Yangyang Wu, Yang Feng, Jian Wu, Zuozhu Liu
2025ACLFairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering.Yichen Li, Zhiting Fan, Ruizhe Chen, Xiaotang Gai, Luqi Gong, Yan Zhang, Zuozhu Liu
2025ACLMitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding.Zikai Xiao, Ziyang Wang, Wen Ma, Yan Zhang, Wei Shen, WangYan WangYan, Luqi Gong, Zuozhu Liu
2025ACLiPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation.Zheyong Xie, Shaosheng Cao, Zuozhu Liu, Zheyu Ye, Zihan Niu, Chonggang Lu, Tong Xu, Enhong Chen, Zhe Xu, Yao Hu, Wei Lu
2025ACLPersona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment.Xiaotian Zhang, Ruizhe Chen, Yang Feng, Zuozhu Liu
2025CIKMPet-Bench: Benchmarking the Abilities of Large Language Models as E-Pets in Social Network Services.Hongcheng Guo, Zheyong Xie, Shaosheng Cao, Boyang Wang, Weiting Liu, Zheyu Ye, Zhoujun Li, Zuozhu Liu, Wei Lu
2025EMNLPDatasets and Recipes for Video Temporal Grounding via Reinforcement Learning.Ruizhe Chen, Tianze Luo, Zhiting Fan, Heqing Zou, Zhaopeng Feng, Guiyang Xie, Hansheng Zhang, Zhuochen Wang, Zuozhu Liu, Huaijian Zhang
2025EMNLPMT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning.Zhaopeng Feng, Shaosheng Cao, Jiahan Ren, Jiayuan Su, Ruizhe Chen, Yan Zhang, Jian Wu, Zuozhu Liu
2025EMNLPMT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling.Zhaopeng Feng, Jiahan Ren, Jiayuan Su, Jiamei Zheng, Hongwei Wang, Zuozhu Liu
2025EMNLPDynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition.Hanjun Luo, Yingbin Jin, Yiran Wang, Xinfeng Li, Tong Shang, Xuecheng Liu, Ruizhe Chen, Kun Wang, Hanan Salam, Qingsong Wen, Zuozhu Liu
2025EMNLPLongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability.Zikai Xiao, Fei Huang, Jianhong Tu, Jianhui Wei, Wen Ma, Yuxuan Zhou, Jian Wu, Bowen Yu, Zuozhu Liu, Junyang Lin
2025ICCVRecammaster: Camera-Controlled Generative Rendering From a Single Video.Jianhong Bai, Menghan Xia, Xiao Fu, Xintao Wang, Lianrui Mu, Jinwen Cao, Zuozhu Liu, Haoji Hu, Xiang Bai, Pengfei Wan, Di Zhang
2025ICLRSynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints.Jianhong Bai, Menghan Xia, Xintao Wang, Ziyang Yuan, Zuozhu Liu, Haoji Hu, Pengfei Wan, Di Zhang
2025ICLRPAD: Personalized Alignment of LLMs at Decoding-time.Ruizhe Chen, Xiaotian Zhang, Meng Luo, Wenhao Chai, Zuozhu Liu
2025ICLRFairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs.Zhiting Fan, Ruizhe Chen, Tianxiang Hu, Zuozhu Liu
2025IJCAIModality-Fair Preference Optimization for Trustworthy MLLM Alignment.Songtao Jiang, Yan Zhang, Ruizhe Chen, Tianxiang Hu, Yeying Jin, Qinglin He, Yang Feng, Jian Wu, Zuozhu Liu
2025IJCNNR-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest.Xupeng Chen, Zhixin Lai, Kangrui Ruan, Shichu Chen, Jiaxiang Liu, Zuozhu Liu
2025MICCAIKnowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning.Songtao Jiang, Yuxi Chen, Sibo Song, Yan Zhang, Yeying Jin, Yang Feng, Jian Wu, Zuozhu Liu
2025MICCAIV2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis.Yuan Wang, Jiaxiang Liu, Shujian Gao, Bin Feng, Zhihang Tang, Xiaotang Gai, Jian Wu, Zuozhu Liu
2025MICCAIFair-MoE: Medical Fairness-Oriented Mixture of Experts in Vision-Language Models.Peiran Wang, Linjie Tong, Jian Wu, Jiaxiang Liu, Zuozhu Liu
2025NAACLIdentifying and Mitigating Social Bias Knowledge in Language Models.Ruizhe Chen, Yichen Li, Jianfei Yang, Yang Feng, Joey Tianyi Zhou, Jian Wu, Zuozhu Liu
2025NAACLTEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement.Zhaopeng Feng, Yan Zhang, Hao Li, Bei Wu, Jiayu Liao, Wenqiang Liu, Jun Lang, Yang Feng, Jian Wu, Zuozhu Liu
2025NAACLMedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering.Xiaotang Gai, Chenyi Zhou, Jiaxiang Liu, Yang Feng, Jian Wu, Zuozhu Liu
2025SIGIRPaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval.Zihan Niu, Zheyong Xie, Shaosheng Cao, Chonggang Lu, Zheyu Ye, Tong Xu, Zuozhu Liu, Yan Gao, Jia Chen, Zhe Xu, Yi Wu, Yao Hu
2024AAAIRobustness-Guided Image Synthesis for Data-Free Quantization.Jianhong Bai, Yuchen Yang, Huanpeng Chu, Hualiang Wang, Zuozhu Liu, Ruizhe Chen, Xiaoxuan He, Lianrui Mu, Chengfei Cai, Haoji Hu
2024ACLLearnable Privacy Neurons Localization in Language Models.Ruizhe Chen, Tianxiang Hu, Yang Feng, Zuozhu Liu
2024EMNLPBiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs.Zhiting Fan, Ruizhe Chen, Ruiling Xu, Zuozhu Liu
2024EMNLPLadder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level.Zhaopeng Feng, Ruizhe Chen, Yan Zhang, Zijie Meng, Zuozhu Liu
2024EMNLPMed-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models.Songtao Jiang, Tuo Zheng, Yan Zhang, Yeying Jin, Li Yuan, Zuozhu Liu
2024EMNLPVPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis.Jiaxiang Liu, Tianxiang Hu, Huimin Xiong, Jiawei Du, Yang Feng, Jian Wu, Joey Zhou, Zuozhu Liu
2024EMNLPMedCoT: Medical Chain of Thought via Hierarchical Expert.Jiaxiang Liu, Yuan Wang, Jiawei Du, Joey Zhou, Zuozhu Liu
2024EMNLPDynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models.Jiabao Pan, Yan Zhang, Chen Zhang, Zuozhu Liu, Hongwei Wang, Haizhou Li
2024ICASSPMultimodal Survival Ensemble Network: Integrating Genomic and Histopathological Insights for Enhanced Cancer Prognosis.Chenyi Zhou, Hualiang Wang, Xiaomeng Li, Wanlu Liu, Zuozhu Liu
2024ICLRFedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data.Zikai Xiao, Zihan Chen, Liyinglan Liu, Yang Feng, Joey Tianyi Zhou, Jian Wu, Wanlu Liu, Howard Hao Yang, Zuozhu Liu
2024MICCAIFoTNet Enables Preoperative Differentiation of Malignant Brain Tumors with Deep Learning.Chenyi Hong, Hualiang Wang, Zhuoxuan Wu, Zuozhu Liu, Junhui Lv
2024MICCAIPX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-Ray.Wen Ma, Huikai Wu, Zikai Xiao, Yang Feng, Jian Wu, Zuozhu Liu
2024NAACLSelf-Improving for Zero-Shot Named Entity Recognition with Large Language Models.Tingyu Xie, Qi Li, Yan Zhang, Zuozhu Liu, Hongwei Wang
2023EMNLPHow Well Do Text Embedding Models Understand Syntax?Yan Zhang, Zhaopeng Feng, Zhiyang Teng, Zuozhu Liu, Haizhou Li
2023EMNLPEmpirical Study of Zero-Shot NER with ChatGPT.Tingyu Xie, Qi Li, Jian Zhang, Yan Zhang, Zuozhu Liu, Hongwei Wang
2023ICLROn the Effectiveness of Out-of-Distribution Data in Self-Supervised Long-Tail Learning.Jianhong Bai, Zuozhu Liu, Hualiang Wang, Jin Hao, Yang Feng, Huanpeng Chu, Haoji Hu
2023MICCAITSegFormer: 3D Tooth Segmentation in Intraoral Scans with Geometry Guided Transformer.Huimin Xiong, Kunle Li, Kaiyuan Tan, Yang Feng, Joey Tianyi Zhou, Jin Hao, Haochao Ying, Jian Wu, Zuozhu Liu
2022AAAIRenovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation.Hualiang Wang, Huanpeng Chu, Siming Fu, Zuozhu Liu, Haoji Hu
2022ECCVTowards Calibrated Hyper-Sphere Representation via Distribution Overlap Coefficient for Long-Tailed Learning.Hualiang Wang, Siming Fu, Xiaoxuan He, Hangxiang Fang, Zuozhu Liu, Haoji Hu
2022EMNLPGenerate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework.Yiming Chen, Yan Zhang, Bin Wang, Zuozhu Liu, Haizhou Li
2022ICASSPFederated Stochastic Gradient Descent Begets Self-Induced Momentum.Howard H. Yang, Zuozhu Liu, Yaru Fu, Tony Q. S. Quek, H. Vincent Poor
2022ISCASEnergy-Efficient Intelligent Pulmonary Auscultation for Post COVID-19 Era Wearable Monitoring Enabled by Two-Stage Hybrid Neural Network.Bingqiang Liu, Ziyuan Wen, Hongling Zhu, Jinsheng Lai, Jiajun Wu, Heng Ping, Wenqing Liu, Guoyi Yu, Jianmin Zhang, Zuozhu Liu, Hesong Zeng, Chao Wang
2021ACLBootstrapped Unsupervised Sentence Representation Learning.Yan Zhang, Ruidan He, Zuozhu Liu, Lidong Bing, Haizhou Li
2021ICCVTrack without Appearance: Learn Box and Tracklet Embedding with Local and Global Motion Patterns for Vehicle Tracking.Gaoang Wang, Renshu Gu, Zuozhu Liu, Weijie Hu, Mingli Song, Jenq-Neng Hwang
2020AAAIBiologically Plausible Sequence Learning with Spiking Neural Networks.Zuozhu Liu, Thiparat Chotibut, Christopher Hillar, Shaowei Lin
2020EMNLPLightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation.Yan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing
2020EMNLPAn Unsupervised Sentence Embedding Method by Mutual Information Maximization.Yan Zhang, Ruidan He, Zuozhu Liu, Kwan Hui Lim, Lidong Bing
2019ICASSPAttention-based Graph Convolutional Network for Recommendation System.Chenyuan Feng, Zuozhu Liu, Shaowei Lin, Tony Q. S. Quek
2018AAAIVariational Probability Flow for Biologically Plausible Training of Deep Neural Networks.Zuozhu Liu, Tony Q. S. Quek, Shaowei Lin
2017ICASSPDeep fusion of heterogeneous sensor data.Zuozhu Liu, Wenyu Zhang, Tony Q. S. Quek, Shaowei Lin