| 2026 | AAAI | ConSurv: Multimodal Continual Learning for Survival Analysis. | Dianzhi Yu, Conghao Xiong, Yankai Chen, Wenqian Cui, Xinni Zhang, Yifei Zhang, Hao Chen, Joseph J. Y. Sung, Irwin King |
| 2026 | ACL | DR-HM: Distill-then-Reinforce Training with Cognition-Aware Data Synthesis for Harmful Meme Detection. | Zihan Cheng, Jianxiang Ma, Xiaocui Yang, Peidong Wang, Wen Zhang, Shi Feng, Daling Wang, Yifei Zhang, Mingfu Zhang |
| 2026 | ACL | ES4R: Speech Encoding Based on Prepositive Affective Modeling for Empathetic Response Generation. | Zhuoyue Gao, Xiaohui Wang, Xiaocui Yang, Wen Zhang, Daling Wang, Shi Feng, Yifei Zhang |
| 2026 | ACL | JX4MEI: Multimodal Semantically-Enhanced LLM for Joint Multimodal Emotion-Intent Explanation and Classification. | YiJie Huang, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Ning Yuan, Zhuoyue Jia, Wen Zhang |
| 2026 | ACL | Cat-MoD: Accelerating Multimodal Alignment via Caption Token Guided Asymmetric Mixture-of-Depths. | Yijie Huang, Xiaocui Yang, Shi Feng, Wen Zhang, Kaisong Song, Yifei Zhang, Daling Wang |
| 2026 | ACL | NEAT: Neuron-Based Early Exit for Large Reasoning Models. | Kang Liu, YongKang Liu, Xiaocui Yang, Peidong Wang, Wen Zhang, Shi Feng, Yifei Zhang, Daling Wang |
| 2026 | ACL | Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation. | Haonan Shangguan, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Feiliang Ren, Ge Yu |
| 2026 | ACL | Identifying the Achilles' Heel: An Iterative Method for Uncovering Factual Errors in Large Language Models. | Wenxuan Wang, Yuk-Kit Chan, Zixuan Ling, Juluan Shi, Youliang Yuan, Jen-tse Huang, Yifei Zhang, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu |
| 2026 | ACL | PlaM: Training-Free Plateau-Guided Model Merging for Better Visual Grounding in MLLMs. | Zijing Wang, Yongkang Liu, Mingyang Wang, Ercong Nie, Deyuan Chen, Zhengjie Zhao, Shi Feng, Daling Wang, Xiaocui Yang, Yifei Zhang, Hinrich Schtze |
| 2026 | ACL | GenPT: Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing. | Ming Wang, Shuang Wu, Bixuan Wang, Lu Lin, Yuxin Chen, Xiaocui Yang, Daling Wang, Shi Feng, Yifei Zhang, Yufan Sun |
| 2026 | ACL | CIRAG: Construction-Integration Retrieval and Adaptive Generation for Multi-hop Question Answering. | Zili Wei, Yilin Wang, Xiaocui Yang, Shi Feng, Weidong Bao, Daling Wang, Zihan Wang, Yifei Zhang |
| 2026 | ACL | RATION: Entropy-Driven Task-Adaptive Visual Attention Allocation Framework for Multimodal Reasoning. | Xingle Xu, Fanheng Kong, Dexian Cai, Shi Feng, Xiaocui Yang, Daling Wang, Yifei Zhang |
| 2026 | ACL | MoLAN: A Unified Modality-Aware Noise Dynamic Editing Framework for Multimodal Sentiment Analysis. | Xingle Xu, Yongkang Liu, Dexian Cai, Shi Feng, Xiaocui Yang, Daling Wang, Yifei Zhang |
| 2026 | ACL | Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search. | Yifei Zhang, Xu Yang, Xiao Yang, Bowen Xian, Qizheng Li, Shikai Fang, Jingyuan Li, Jian Wang, Minrui Xu, Yuge Zhang, Weiqing Liu, Jiang Bian |
| 2026 | DASFAA | Enhancing LLM-Based Recommendation with Semantic-Aligned Collaborative Knowledge. | Zihan Wang, Jinghao Lin, Xiaocui Yang, Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu |
| 2026 | WWW | TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research Agents. | Yanyu Chen, Jiyue Jiang, Jiahong Liu, Yifei Zhang, Xiao Guo, Irwin King |
| 2026 | SAFECOMP | From Concept to Capability: Evaluating 3D Gaussian Splatting for Synthetic Scene Editing in Autonomous Driving. | Ali Nouri, Yifei Zhang, Yifan Zhang, Tayssir Bouraffa, Zhennan Fei, Zijian Han, Hkan Sivencrona, Anders Heyden |
| 2025 | ACL | Can MLLMs Understand the Deep Implication Behind Chinese Images? | Chenhao Zhang, Xi Feng, Yuelin Bai, Xeron Du, Jinchang Hou, Kaixin Deng, Guangzeng Han, Qinrui Li, Bingli Wang, Jiaheng Liu, Xingwei Qu, Yifei Zhang, Qixuan Zhao, Yiming Liang, Ziqiang Liu, Feiteng Fang, Min Yang, Wenhao Huang, Chenghua Lin, Ge Zhang, Shiwen Ni |
| 2025 | ACL | AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation. | Ming Wang, Peidong Wang, Lin Wu, Xiaocui Yang, Daling Wang, Shi Feng, Yuxin Chen, Bixuan Wang, Yifei Zhang |
| 2025 | ACL | Pixel-Level Reasoning Segmentation via Multi-turn Conversations. | Dexian Cai, Xiaocui Yang, Yongkang Liu, Daling Wang, Shi Feng, Yifei Zhang, Soujanya Poria |
| 2025 | ACL | GraphNarrator: Generating Textual Explanations for Graph Neural Networks. | Bo Pan, Zhen Xiong, Guanchen Wu, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao |
| 2025 | ACL | MUSE: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles. | Zihan Wang, Xiaocui Yang, Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang |
| 2025 | ACL | SemanticCamo: Jailbreaking Large Language Models through Semantic Camouflage. | Jihui Yan, Xiaocui Yang, Daling Wang, Shi Feng, Yifei Zhang, Yinzhi Zhao |
| 2025 | ADMA | Code Quality and Difficulty Aware Programming Knowledge Tracing. | Jiajia Li, Yuxi Zhu, Yifei Zhang, Cunqian Yu, Liang Zhao, Fang Liu |
| 2025 | ADMA | AEKT: A Multi-dimensional Knowledge Tracing Model Integrating Student Cognitive Ability and Knowledge Acquisition. | Yifei Zhang, Sibin Wang, Erhao Li, Yuxi Zhu, Jiajia Li |
| 2025 | CogSci | MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction-Tuning for Emotion-Cause Pair Extraction. | Shiyi Mu, Yongkang Liu, Shi Feng, Xiaocui Yang, Daling Wang, Yifei Zhang |
| 2025 | COLING | TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLM. | Huiying Cao, Yiqun Zhang, Shi Feng, Xiaocui Yang, Daling Wang, Yifei Zhang |
| 2025 | COLING | Confront Insider Threat: Precise Anomaly Detection in Behavior Logs Based on LLM Fine-Tuning. | Shuang Song, Yifei Zhang, Neng Gao |
| 2025 | CVPR | Exploring Sparse MoE in GANs for Text-conditioned Image Synthesis. | Jiapeng Zhu, Ceyuan Yang, Kecheng Zheng, Yinghao Xu, Zifan Shi, Yifei Zhang, Qifeng Chen, Yujun Shen |
| 2025 | CVPR | Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition. | Yifei Zhang, Chang Liu, Jin Wei, Xiaomeng Yang, Yu Zhou, Can Ma, Xiangyang Ji |
| 2025 | CVPR | Learning Visual Generative Priors without Text. | Shuailei Ma, Kecheng Zheng, Ying Wei, Wei Wu, Fan Lu, Yifei Zhang, Chen-Wei Xie, Biao Gong, Jiapeng Zhu, Yujun Shen |
| 2025 | CVPR | Continuous 3D Perception Model with Persistent State. | Qianqian Wang, Yifei Zhang, Aleksander Holynski, Alexei A. Efros, Angjoo Kanazawa |
| 2025 | CVPR | pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation. | Yifei Zhang, Hao Zhu, Alysa Ziying Tan, Dianzhi Yu, Longtao Huang, Han Yu |
| 2025 | CVPR | BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning. | Hao Zhu, Yifei Zhang, Junhao Dong, Piotr Koniusz |
| 2025 | DASFAA | Enhancing Zero-Shot Emotion Perception in Conversation Through the Internal-to-External Chain-of-Thought. | Xingle Xu, Shi Feng, Daling Wang, Yifei Zhang, Xiaocui Yang |
| 2025 | EMNLP | From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models. | Zhihan Guo, Jiele Wu, Wenqian Cui, Yifei Zhang, Minda Hu, Yufei Wang, Irwin King |
| 2025 | EMNLP | Language Models as Continuous Self-Evolving Data Engineers. | Peidong Wang, Ming Wang, Zhiming Ma, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song |
| 2025 | EMNLP | EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation. | Ruobing Yao, Yifei Zhang, Shuang Song, Neng Gao, Chenyang Tu |
| 2025 | EMNLP | ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation. | Ruobing Yao, Yifei Zhang, Shuang Song, Yuhan Liu, Neng Gao, Chenyang Tu |
| 2025 | GLOBECOM | Empowering Larger Model Training via Cloud-Edge-End Collaborative Federated Learning. | Jing Shang, Zunming Chen, Zhihui Wu, Zhiwen Xiao, Yifei Zhang, Jiaxi Wu |
| 2025 | ICANN | FedTP: Traceable Passport-Based Ownership Verification for Federated Deep Neural Network Models. | QiRui Sa, Yifei Zhang, Weijing You, Cunqing Ma, WeiYang Qiu |
| 2025 | ICASSP | An Attribute-Enriched Dataset and Auto-Annotated Pipeline for Open Detection. | Pengfei Qi, Yifei Zhang, Wenqiang Li, Youwen Hu, Kunlong Bai |
| 2025 | ICCV | Robustifying Zero-Shot Vision Language Models by Subspaces Alignment. | Junhao Dong, Piotr Koniusz, Liaoyuan Feng, Yifei Zhang, Hao Zhu, Weiming Liu, Xinghua Qu, Yew-Soon Ong |
| 2025 | ICCV | Soft Separation and Distillation: Toward Global Uniformity in Federated Unsupervised Learning. | Hung-Chieh Fang, Hsuan-Tien Lin, Irwin King, Yifei Zhang |
| 2025 | ICCV | LEGO-Maker: A Semantic-Driven Algorithm for Text-to-3D Generation. | Yifei Zhang, Lei Chen |
| 2025 | ICLR | Can Watermarked LLMs be Identified by Users via Crafted Prompts? | Aiwei Liu, Sheng Guan, Yiming Liu, Leyi Pan, Yifei Zhang, Liancheng Fang, Lijie Wen, Philip S. Yu, Xuming Hu |
| 2025 | ICML | Improving Zero-Shot Adversarial Robustness in Vision-Language Models by Closed-form Alignment of Adversarial Path Simplices. | Junhao Dong, Piotr Koniusz, Yifei Zhang, Hao Zhu, Weiming Liu, Xinghua Qu, Yew-Soon Ong |
| 2025 | ICML | CoSER: Coordinating LLM-Based Persona Simulation of Established Roles. | Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Shuchang Zhou, Wei Wang, Yanghua Xiao |
| 2025 | ICML | NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction. | Qichao Wang, Ziqiao Meng, Wenqian Cui, Yifei Zhang, Pengcheng Wu, Bingzhe Wu, Irwin King, Liang Chen, Peilin Zhao |
| 2025 | ICONIP | Matrix Completion with Fuzzy Sampling for Network Traffic Measurement. | Yifei Zhang, Nina Shu, Chunsheng Liu, Chunlai Ma, Chao Chang, Tao Wu |
| 2025 | INDIN | Hierarchical-Controlled Robot Visual Navigation System Using Line Segment-based Perspective Mapping. | Yifei Zhang, Kang Liu, Yefeng Yang, Wenyu Yang, Shiyuan Wang, Chih-Yung Wen |
| 2025 | IROS | MT-Fusion: Multi-Task Learning for Degradation-Aware Infrared and Visible Image Fusion. | Yuyang Gao, Yifei Zhang, Jianan Xie, Zhen Xu, Mengyao Shi, Kenji Hashimoto |
| 2025 | IROS | Complete Corruption-Aware Retinex Framework for Low-Light Image Enhancement. | Yifei Zhang, Honglin Sun, Yuyang Gao, Jianan Xie, Kenji Hashimoto |
| 2025 | ICRA | Surface Roughness Estimation for Terrain Perception. | Minxiang Ye, Yifei Zhang, Jason Gu, Senwei Xiang, Lingyu Kong, Anhuan Xie |
| 2025 | KDD | Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations. | Yifei Zhang, James Song, Siyi Gu, Tianxu Jiang, Bo Pan, Guangji Bai, Liang Zhao |
| 2025 | KDD | Track and Tweak: Monitoring and Improving Group Fairness for Temporal Graph Neural Networks in Real Time. | Zixing Song, Muzhi Li, Yifei Zhang, Irwin King, Jos Miguel Hernndez-Lobato |
| 2025 | KDD | Understanding and Mitigating Hyperbolic Dimensional Collapse in Graph Contrastive Learning. | Yifei Zhang, Hao Zhu, Menglin Yang, Jiahong Liu, Rex Ying, Irwin King, Piotr Koniusz |
| 2025 | NAACL | Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation. | Sirui Xia, Xintao Wang, Jiaqing Liang, Yifei Zhang, Weikang Zhou, Jiaji Deng, Fei Yu, Yanghua Xiao |
| 2025 | NAACL | UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models. | Yuzhe Yang, Yifei Zhang, Yan Hu, Yilin Guo, Ruoli Gan, Yueru He, Mingcong Lei, Xiao Zhang, Haining Wang, Qianqian Xie, Jimin Huang, Honghai Yu, Benyou Wang |
| 2025 | PacificVis | ST | Yifei Zhang, Jingyan Zhang, Ziyue Lin, Linping Yuan, Jun Han, Yalong Yang, Siming Chen |
| 2025 | PRICAI | Adaptive Persona Context Modulation for Personalized Emotional Support Conversation. | Hongkai Wang, Xiaocui Yang, Daling Wang, Shi Feng, Yifei Zhang |
| 2025 | SMC | Two-Stage Fire Detection and Analysis Method Based on the Collaboration of Large and Small Models. | Yuzhong Cao, Yukun Hou, Yanqi Cao, Runqi Chen, Qiya Cheng, Yulin Ma, Yifei Zhang, Zekang Zhao |
| 2025 | WWW | Towards Non-Euclidean Foundation Models: Advancing AI Beyond Euclidean Frameworks. | Menglin Yang, Yifei Zhang, Jialin Chen, Melanie Weber, Rex Ying |
| 2025 | WWW | FL@FM-TheWebConf'25: International Workshop on Federated Foundation Models for the Web 2025. | Irwin King, Guodong Long, Zenglin Xu, Yifei Zhang, Han Yu |
| 2025 | WWW | CSPO: Cross-Market Synergistic Stock Price Movement Forecasting with Pseudo-volatility Optimization. | Sida Lin, Yankai Chen, Yiyan Qi, Chenhao Ma, Bokai Cao, Yifei Zhang, Xue Liu, Jian Guo |
| 2025 | UIST | KinemaFX: A Kinematic-Driven Interactive System for Particle Effect Exploration and Customization. | Yifei Zhang, Linping Yuan, Yuheng Zhao, Jielin Feng, Siming Chen |
| 2025 | VINCI | Non-Linguistic Pitch Contextually Modulates Facial Emotion Recognition. | Yifei Zhang, Xizhen Han, Rongrong Chen |
| 2024 | ACL | STICKERCONV: Generating Multimodal Empathetic Responses from Scratch. | Yiqun Zhang, Fanheng Kong, Peidong Wang, Shuang Sun, Lingshuai Wang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song |
| 2024 | ACL | ELAD: Explanation-Guided Large Language Models Active Distillation. | Yifei Zhang, Bo Pan, Chen Ling, Yuntong Hu, Liang Zhao |
| 2024 | ACSSC | Neuroscheduling for Remote Estimation. | Marcos M. Vasconcelos, Yifei Zhang |
| 2024 | APWEB | UFI4ER: An Utterance-Level Feature Dynamic Interaction Model for Cognition-Enhanced Empathetic Response Generation. | Yi Liu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu |
| 2024 | APWEB | LLM-Based Empathetic Response Through Psychologist-Agent Debate. | Yijie Wu, Shi Feng, Ming Wang, Daling Wang, Yifei Zhang |
| 2024 | CGO | oneDNN Graph Compiler: A Hybrid Approach for High-Performance Deep Learning Compilation. | Jianhui Li, Zhennan Qin, Yijie Mei, Jingze Cui, Yunfei Song, Ciyong Chen, Yifei Zhang, Longsheng Du, Xianhang Cheng, Baihui Jin, Yan Zhang, Jason Ye, Eric Lin, Dan Lavery |
| 2024 | CIKM | Distilling Large Language Models for Text-Attributed Graph Learning. | Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao |
| 2024 | COLING | EmpCRL: Controllable Empathetic Response Generation via In-Context Commonsense Reasoning and Reinforcement Learning. | Mingxiu Cai, Daling Wang, Shi Feng, Yifei Zhang |
| 2024 | COLING | Improving Role-Oriented Dialogue Summarization with Interaction-Aware Contrastive Learning. | Weihong Guan, Shi Feng, Daling Wang, Faliang Huang, Yifei Zhang, Yuan Cui |
| 2024 | COLING | TIGER: A Unified Generative Model Framework for Multimodal Dialogue Response Generation. | Fanheng Kong, Peidong Wang, Shi Feng, Daling Wang, Yifei Zhang |
| 2024 | COLING | BERT-BC: A Unified Alignment and Interaction Model over Hierarchical BERT for Response Selection. | Zhenfei Yang, Beiming Yu, Yuan Cui, Shi Feng, Daling Wang, Yifei Zhang |
| 2024 | CoRL | Sparse Diffusion Policy: A Sparse, Reusable, and Flexible Policy for Robot Learning. | Yixiao Wang, Yifei Zhang, Mingxiao Huo, Thomas Tian, Xiang Zhang, Yichen Xie, Chenfeng Xu, Pengliang Ji, Wei Zhan, Mingyu Ding, Masayoshi Tomizuka |
| 2024 | CVPR | FastMAC: Stochastic Spectral Sampling of Correspondence Graph. | Yifei Zhang, Hao Zhao, Hongyang Li, Siheng Chen |
| 2024 | DASFAA | E&S-Gainer: An Emotion Aware and Strategy Enhanced Model for Emotional Support Conversation. | Chenhui Yang, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu |
| 2024 | ECAI | ChatZero: Zero-Shot Cross-Lingual Dialogue Generation via Pseudo-Target Language. | Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schtze |
| 2024 | ECCV | Exploring Guided Sampling of Conditional GANs. | Yifei Zhang, Mengfei Xia, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Kecheng Zheng, Lianghua Huang, Yu Liu, Fan Cheng |
| 2024 | ECCV | DreamLIP: Language-Image Pre-training with Long Captions. | Kecheng Zheng, Yifei Zhang, Wei Wu, Fan Lu, Shuailei Ma, Xin Jin, Wei Chen, Yujun Shen |
| 2024 | EMNLP | HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy. | Yongkang Liu, Yiqun Zhang, Qian Li, Tong Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schtze |
| 2024 | ICASSP | PECER: Empathetic Response Generation Via Dynamic Personality Extraction and Contextual Emotional Reasoning. | Mingxiu Cai, Daling Wang, Shi Feng, Yifei Zhang |
| 2024 | ICASSP | Enhancing Document-Level Event Extraction via Structure-Aware Heterogeneous Graph with Multi-Granularity Subsentences. | Yuhan Liu, Neng Gao, Yifei Zhang, Zhe Kong |
| 2024 | ICLR | Lipschitz Singularities in Diffusion Models. | Zhantao Yang, Ruili Feng, Han Zhang, Yujun Shen, Kai Zhu, Lianghua Huang, Yifei Zhang, Yu Liu, Deli Zhao, Jingren Zhou, Fan Cheng |
| 2024 | ICPADS | BELFAL: A Blockchain-based Ensemble Learning Framework for Anti-money Laundering in Crypto-Currency Markets. | Ziye Li, Ruizhe Yao, Dong Yang, Yifei Zhang, Hanyu Mao, Yong Yuan |
| 2024 | IJCAI | Visual Attention Prompted Prediction and Learning. | Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Meikang Qiu, Xiaofeng Yang, Liang Zhao |
| 2024 | IJCAI | A Systematic Survey on Federated Semi-supervised Learning. | Zixing Song, Xiangli Yang, Yifei Zhang, Xinyu Fu, Zenglin Xu, Irwin King |
| 2024 | KDD | Geometric View of Soft Decorrelation in Self-Supervised Learning. | Yifei Zhang, Hao Zhu, Zixing Song, Yankai Chen, Xinyu Fu, Ziqiao Meng, Piotr Koniusz, Irwin King |
| 2024 | KDD | DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation. | Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao |
| 2024 | MMM | Enhancing Generative Generalized Zero Shot Learning via Multi-Space Constraints and Adaptive Integration. | Zhe Kong, Neng Gao, Yifei Zhang, Yuhan Liu |
| 2024 | NAACL | FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering. | Zhihan Guo, Yifei Zhang, Zhuo Zhang, Zenglin Xu, Irwin King |
| 2024 | SMC | EK-CPSG: Enhancing Confusing Charge Prediction with Criminal Charge Definition. | Yifei Zhang, Rina Sa, Yanling Li, Fengpei Ge, Haiqing Yu, Sukun Wang |
| 2024 | WWW | FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language Tree for Multilingual Modeling. | Zhihan Guo, Yifei Zhang, Zhuo Zhang, Zenglin Xu, Irwin King |
| 2024 | TrustCom | Hardware assisted security gateway system: combined with FPGA shielding protection. | Jihong Liu, Chenyang Tu, Yifei Zhang |
| 2024 | SDM | STES: A Spatiotemporal Explanation Supervision Framework. | Dazhou Yu, Binbin Chen, Yun Li, Suman Dhakal, Yifei Zhang, Zhenke Liu, Minxing Zhang, Jie Zhang, Liang Zhao |
| 2023 | AAAI | Graph Component Contrastive Learning for Concept Relatedness Estimation. | Yueen Ma, Zixing Song, Xuming Hu, Jingjing Li, Yifei Zhang, Irwin King |
| 2023 | AAAI | Learning to Select Prototypical Parts for Interpretable Sequential Data Modeling. | Yifei Zhang, Neng Gao, Cunqing Ma |
| 2023 | AAAI | Spectral Feature Augmentation for Graph Contrastive Learning and Beyond. | Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King |
| 2023 | ACL | Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding. | Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin |
| 2023 | ACL | PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism. | Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schtze |
| 2023 | ACL | Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. | Xiaocui Yang, Shi Feng, Daling Wang, Qi Sun, Wenfang Wu, Yifei Zhang, Pengfei Hong, Soujanya Poria |
| 2023 | AST | A Reinforcement Learning Approach to Generating Test Cases for Web Applications. | Xiaoning Chang, Zheheng Liang, Yifei Zhang, Lei Cui, Zhenyue Long, Guoquan Wu, Yu Gao, Wei Chen, Jun Wei, Tao Huang |
| 2023 | CIKM | 3MN: Three Meta Networks for Multi-Scenario and Multi-Task Learning in Online Advertising Recommender Systems. | Yifei Zhang, Hua Hua, Hui Guo, Shuangyang Wang, Chongyu Zhong, Shijie Zhang |
| 2023 | CSCWD | A Pure Hardware Design and Implementation on FPGA of WireGuard-based VPN Gateway. | Jihong Liu, Neng Gao, Chenyang Tu, Yifei Zhang, Yongjuan Sun |
| 2023 | CSCWD | A Multi-view Knowledge Graph Embedding Model Considering Structure and Semantics. | Jia Peng, Neng Gao, Yifei Zhang, Min Li |
| 2023 | CVPR | Dimensionality-Varying Diffusion Process. | Han Zhang, Ruili Feng, Zhantao Yang, Lianghua Huang, Yu Liu, Yifei Zhang, Yujun Shen, Deli Zhao, Jingren Zhou, Fan Cheng |
| 2023 | DASFAA | Optimizing Empathetic Response by Generating and Integrating Emotion Feedback and Topic Discussion. | Jing Li, Donghong Han, Shi Feng, Yifei Zhang |
| 2023 | ICASSP | Semi-Supervised Domain Generalization with Graph-Based Classifier. | Minxiang Ye, Yifei Zhang, Shiqiang Zhu, Anhuan Xie, Senwei Xiang |
| 2023 | ICCV | MAGI: Multi-Annotated Explanation-Guided Learning. | Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Xiaofeng Yang, Liang Zhao |
| 2023 | ICML | Cones: Concept Neurons in Diffusion Models for Customized Generation. | Zhiheng Liu, Ruili Feng, Kai Zhu, Yifei Zhang, Kecheng Zheng, Yu Liu, Deli Zhao, Jingren Zhou, Yang Cao |
| 2023 | ICPADS | Parallel Algorithm Design and Optimization for Numerical Simulation Application of Ion Implantation in Silicon. | Ruixuan Qi, Wangdong Yang, Xiuwen Yan, Honglu Li, Yifei Zhang, Kenli Li |
| 2023 | IGARSS | Scene-Matching Localization for Autonomous Evtol Based on Bag-Of-Visual-Words. | Senwei Xiang, Minxiang Ye, Ting Wang, Yifei Zhang, Zehua Men, Anhuan Xie |
| 2023 | ICTAI | Cross-Architecture Relational Consistency for Point Cloud Self-Supervised Learning. | Hongyu Li, Yifei Zhang, Dongbao Yang |
| 2023 | KDD | ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation. | Siyi Gu, Yifei Zhang, Yuyang Gao, Xiaofeng Yang, Liang Zhao |
| 2023 | KDD | Contrastive Cross-scale Graph Knowledge Synergy. | Yifei Zhang, Yankai Chen, Zixing Song, Irwin King |
| 2023 | WWW | Bipartite Graph Convolutional Hashing for Effective and Efficient Top-N Search in Hamming Space. | Yankai Chen, Yixiang Fang, Yifei Zhang, Irwin King |
| 2023 | WWW | A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness and Privacy. | Yifei Zhang, Dun Zeng, Jinglong Luo, Zenglin Xu, Irwin King |
| 2023 | SIGIR | WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering. | Yankai Chen, Yifei Zhang, Menglin Yang, Zixing Song, Chen Ma, Irwin King |
| 2023 | VR | Visual Exploration and Planning of the Automated Material Handling System for Smart Factory in the Immersive Environment. | Yifei Zhang, Yougao Li, Xiangyang Xue, Jianfeng Feng, Siming Chen |
| 2023 | SEKE | Variational Autoencoder with Stochastic Masks to Solve Exposure Bias in Recommendation (S). | Yingshuai Kou, Neng Gao, Yifei Zhang |
| 2022 | APWEB | KEP-Rec: A Knowledge Enhanced User-Item Relation Prediction Model for Personalized Recommendation. | Lisha Wu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu |
| 2022 | CIKM | Cross-domain Recommendation via Adversarial Adaptation. | Hongzu Su, Yifei Zhang, Xuejiao Yang, Hua Hua, Shuangyang Wang, Jingjing Li |
| 2022 | CIKM | Interpretable Emotion Analysis Based on Knowledge Graph and OCC Model. | Shuo Wang, Yifei Zhang, Bochen Lin, Boxun Li |
| 2022 | COLING | Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement. | Dongshi Ju, Shi Feng, Pengcheng Lv, Daling Wang, Yifei Zhang |
| 2022 | COLING | MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation. | Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang |
| 2022 | COLING | KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features. | Minghao Xu, Daling Wang, Shi Feng, Zhenfei Yang, Yifei Zhang |
| 2022 | CSCWD | Gait2Vec: Continuous Authentication of Smartphone Users Based on Gait Behavior. | Langyue He, Cunqing Ma, Chenyang Tu, Yifei Zhang |
| 2022 | DASFAA | Collaborative Filtering for Recommendation in Geometric Algebra. | Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu |
| 2022 | DASFAA | Significant Engagement Community Search on Temporal Networks. | Yifei Zhang, Longlong Lin, Pingpeng Yuan, Hai Jin |
| 2022 | DASFAA | Knowledge-Enhanced Interactive Matching Network for Multi-turn Response Selection in Medical Dialogue Systems. | Ying Zhu, Shi Feng, Daling Wang, Yifei Zhang, Donghong Han |
| 2022 | EMNLP | Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning. | Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang |
| 2022 | EMNLP | DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection. | Yongkang Liu, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang |
| 2022 | ICASSP | Deep Markov Clustering for Panoptic Segmentation. | Minxiang Ye, Yifei Zhang, Shiqiang Zhu, Anhuan Xie, Dan Zhang |
| 2022 | ICMI | Multi-level Fusion of Multi-modal Semantic Embeddings for Zero Shot Learning. | Zhe Kong, Xin Wang, Neng Gao, Yifei Zhang, Yuhan Liu, Chenyang Tu |
| 2022 | IJCNLP | An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching. | Yankai Chen, Yifei Zhang, Huifeng Guo, Ruiming Tang, Irwin King |
| 2022 | ICTAI | BiGNN: A Bilateral-Branch Graph Neural Network to Solve Popularity Bias in Recommendation. | Yingshuai Kou, Neng Gao, Yifei Zhang, Chenyang Tu, Cunqing Ma |
| 2022 | KDD | Towards an Optimal Asymmetric Graph Structure for Robust Semi-supervised Node Classification. | Zixing Song, Yifei Zhang, Irwin King |
| 2022 | KDD | COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning. | Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King |
| 2022 | WWW | Graph-adaptive Rectified Linear Unit for Graph Neural Networks. | Yifei Zhang, Hao Zhu, Ziqiao Meng, Piotr Koniusz, Irwin King |
| 2022 | UIC | Continuously Monitoring Optimal Routes with Collective Spatial Keywords on Road Networks. | Jiajia Li, Zongbo Wang, Yifei Zhang, Liang Zhao, Lei Li, Chuanyu Zong |
| 2022 | WISE | Graph Collaborative Filtering for Recommendation in Complex and Quaternion Spaces. | Longcan Wu, Daling Wang, Shi Feng, Xiangmin Zhou, Yifei Zhang, Ge Yu |
| 2021 | AAAI | A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training. | Yongkang Liu, Shi Feng, Daling Wang, Kaisong Song, Feiliang Ren, Yifei Zhang |
| 2021 | ACL | Boundary Detection with BERT for Span-level Emotion Cause Analysis. | Xiangju Li, Wei Gao, Shi Feng, Yifei Zhang, Daling Wang |
| 2021 | ACL | Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks. | Xiaocui Yang, Shi Feng, Yifei Zhang, Daling Wang |
| 2021 | ADMA | I Know You Better: User Profile Aware Personalized Dialogue Generation. | Wenhan Dong, Shi Feng, Daling Wang, Yifei Zhang |
| 2021 | CHI | ARTEMIS: A Collaborative Mixed-Reality System for Immersive Surgical Telementoring. | Danilo Gasques, Janet G. Johnson, Tommy Sharkey, Yuanyuan Feng, Ru Wang, Zhuoqun Robin Xu, Enrique Zavala, Yifei Zhang, Wanze Xie, Xinming Zhang, Konrad Davis, Michael C. Yip, Nadir Weibel |
| 2021 | CIKM | Semi-supervised Multi-label Learning for Graph-structured Data. | Zixing Song, Ziqiao Meng, Yifei Zhang, Irwin King |
| 2021 | CSCWD | TEA-RNN: Topic-Enhanced Attentive RNN for Attribute Inference Attacks via User Behaviors. | Yifei Zhang, Jiong Wang, Junsha Chen, Neng Gao, Min Li, Jiameng Bai |
| 2021 | DASFAA | Image-Enhanced Multi-Modal Representation for Local Topic Detection from Social Media. | Junsha Chen, Neng Gao, Yifei Zhang, Chenyang Tu |
| 2021 | DASFAA | Which Node Pair and What Status? Asking Expert for Better Network Embedding. | Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu |
| 2021 | ICST | Poster: Repair Cross Browser Layout Issues by Combining Learning and Search-based technique. | Zhenyue Long, Guoquan Wu, Yifei Zhang, Wei Chen, Jun Wei |
| 2020 | ADMA | Role-Aware Enhanced Matching Network for Multi-turn Response Selection in Customer Service Chatbots. | Guangxuan Zhao, Ying Zhu, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu |
| 2020 | DASFAA | PersonaGAN: Personalized Response Generation via Generative Adversarial Networks. | Pengcheng Lv, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu |
| 2020 | ICASSP | Discrete Wasserstein Autoencoders for Document Retrieval. | Yifei Zhang, Hao Zhu |
| 2020 | ICONIP | Leveraging Knowledge Context Information to Enhance Personalized Recommendation. | Jiong Wang, Yingshuai Kou, Yifei Zhang, Neng Gao, Chenyang Tu |
| 2020 | ICONIP | PrivRec: User-Centric Differentially Private Collaborative Filtering Using LSH and KD. | Yifei Zhang, Neng Gao, Junsha Chen, Chenyang Tu, Jiong Wang |
| 2020 | ICPR | Progressive Cluster Purification for Unsupervised Feature Learning. | Yifei Zhang, Chang Liu, Yu Zhou, Wei Wang, Weiping Wang, Qixiang Ye |
| 2020 | ICPR | Incorporating Depth Information into Few-Shot Semantic Segmentation. | Yifei Zhang, Dsir Sidib, Olivier Morel, Fabrice Mriaudeau |
| 2020 | ICPR | Multiscale Attention-Based Prototypical Network For Few-Shot Semantic Segmentation. | Yifei Zhang, Dsir Sidib, Olivier Morel, Fabrice Mriaudeau |
| 2020 | IJCAI | EmoElicitor: An Open Domain Response Generation Model with User Emotional Reaction Awareness. | Shifeng Li, Shi Feng, Daling Wang, Kaisong Song, Yifei Zhang, Weichao Wang |
| 2020 | ICWS | A Practical Defense against Attribute Inference Attacks in Session-based Recommendations. | Yifei Zhang, Neng Gao, Junsha Chen |
| 2020 | WWW | A Cue Adaptive Decoder for Controllable Neural Response Generation. | Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang |
| 2019 | CVPR | Feature Hourglass Network for Skeleton Detection. | Nan Jiang, Yifei Zhang, Dezhao Luo, Chang Liu, Yu Zhou, Zhenjun Han |
| 2019 | CVPR | Spatio-temporal Consistency and Hierarchical Matching for Multi-Target Multi-Camera Vehicle Tracking. | Peilun Li, Guozhen Li, Zhangxi Yan, Youzeng Li, Meiqi Lu, Pengfei Xu, Yang Gu, Bing Bai, Yifei Zhang |
| 2019 | CVPR | Parametric Skeleton Generation via Gaussian Mixture Models. | Chang Liu, Dezhao Luo, Yifei Zhang, Wei Ke, Fang Wan, Qixiang Ye |
| 2019 | DASFAA | MDAL: Multi-task Dual Attention LSTM Model for Semi-supervised Network Embedding. | Longcan Wu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu |
| 2019 | EMNLP | Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation. | Weichao Wang, Shi Feng, Daling Wang, Yifei Zhang |
| 2019 | ER | Role-Based Clustering for Collaborative Recommendations in Crowdsourcing System. | Qiao Liao, Xiangmin Zhou, Daling Wang, Shi Feng, Yifei Zhang |
| 2019 | ICONIP | Local Topic Detection Using Word Embedding from Spatio-Temporal Social Media. | Junsha Chen, Neng Gao, Yifei Zhang, Chenyang Tu |
| 2019 | ICRA | Augmented Reality Predictive Displays to Help Mitigate the Effects of Delayed Telesurgery. | Florian Richter, Yifei Zhang, Yuheng Zhi, Ryan K. Orosco, Michael C. Yip |
| 2019 | ICTAI | The Application of Network Based Embedding in Local Topic Detection from Social Media. | Junsha Chen, Neng Gao, Cong Xue, Yifei Zhang, Chenyang Tu, Min Li |
| 2019 | NAACL | Doc2hash: Learning Discrete Latent variables for Documents Retrieval. | Yifei Zhang, Hao Zhu |
| 2019 | UIC | Differential Attribute Desensitization System for Personal Information Protection. | Jia Peng, Xin Huang, Min Li, Jiacheng Zhang, Yifei Zhang, Neng Gao |
| 2018 | EMNLP | A Co-attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness. | Xiangju Li, Kaisong Song, Shi Feng, Daling Wang, Yifei Zhang |
| 2018 | EMNLP | Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning. | Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang |
| 2018 | ICSE | Launch-mode-aware context-sensitive activity transition analysis. | Yifei Zhang, Yulei Sui, Jingling Xue |
| 2018 | ICWSM | #DebateNight: The Role and Influence of Socialbots on Twitter During the 1st 2016 U.S. Presidential Debate. | Marian-Andrei Rizoiu, Timothy Graham, Rui Zhang, Yifei Zhang, Robert Ackland, Lexing Xie |
| 2017 | ICNC | A novel approach for paper recommendation based on rough-fuzzy set theory. | Chu Wang, Daling Wang, Shi Feng, Yifei Zhang, Hongchen Liu |
| 2017 | IJCNN | An analysis of factors predicting memory loss in Alzheimer's disease prevention. | Mingzhao Hu, Yifei Zhang, N. Maritza Dowling |
| 2016 | APWEB | Multi-label Chinese Microblog Emotion Classification via Convolutional Neural Network. | Yaqi Wang, Shi Feng, Daling Wang, Ge Yu, Yifei Zhang |
| 2016 | APWEB | Context-Aware Chinese Microblog Sentiment Classification with Bidirectional LSTM. | Yang Wang, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu |
| 2016 | CHI | Dexmo: An Inexpensive and Lightweight Mechanical Exoskeleton for Motion Capture and Force Feedback in VR. | Xiaochi Gu, Yifei Zhang, Weize Sun, Yuanzhe Bian, Dao Zhou, Per Ola Kristensson |
| 2016 | DASFAA | An Approach of Fuzzy Relation Equation and Fuzzy-Rough Set for Multi-label Emotion Intensity Analysis. | Chu Wang, Daling Wang, Shi Feng, Yifei Zhang |
| 2016 | ECOOP | Program Tailoring: Slicing by Sequential Criteria. | Yue Li, Tian Tan, Yifei Zhang, Jingling Xue |
| 2016 | WISE | A Novel Approach of Discovering Local Community Using Node Vector Model. | Jinglian Liu, Daling Wang, Shi Feng, Yifei Zhang, Weiji Zhao |
| 2016 | WISE | Intermediate Semantics Based Distance Metric Learning for Video Annotation and Similarity Measurements. | Wen Qu, Xiangmin Zhou, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu |
| 2015 | APSEC | From Goal Models to Feature Models: A Rule-Based Approach for Software Product Lines. | Dongjin Yu, Zhenli Chen, Yifei Zhang |
| 2014 | PAKDD | CTROF: A Collaborative Tweet Ranking Framework for Online Personalized Recommendation. | Kaisong Song, Daling Wang, Shi Feng, Yifei Zhang, Wen Qu, Ge Yu |
| 2013 | BigData | SPTI: Efficient Answering the Shortest Path Query on Large Graphs. | Yifei Zhang, Guoren Wang |
| 2013 | ICNC | A method of color image edge extraction based on Manhattan distance map. | Di Jia, Jin-feng Fang, Xue-ping He, Lu Meng, Yifei Zhang |
| 2010 | CIS | The Particle Swarm Optimization with Decaying ICMIC for Shortest Path Computation in Computer Networks. | Huidang Zhang, Yifei Zhang |
| 2010 | ICNC | The sliding mode controller for automotive ABS based on the fuzzy neural network. | Yan-e Mao, Yifei Zhang, Tao Liu |
| 2009 | ICPADS | A Steady Network Coordinate System for Network Distance Estimating. | Yifei Zhang, Hongli Zhang |
| 2008 | APWEB | Relevance Feedback Learning for Web Image Retrieval Using Soft Support Vector Machine. | Yifei Zhang, Daling Wang, Ge Yu |
| 2006 | WCNC | Design of structured eIRA codes with applications to wireless channels. | Yifei Zhang, William E. Ryan, Fei Peng |
| 2005 | ISIT | Structured eIRA codes with low floors. | Yifei Zhang, William E. Ryan, Yan Li |