| 2026 | AAAI | MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology. | Jingxiong Li, Chenglu Zhu, Sunyi Zheng, Yuxuan Sun, Yifei Wang, He Liu, Yunlong Zhang, Yixuan Si, Lin Yang, Liang Xiao |
| 2026 | ACL | StreamingEval: A Unified Evaluation Framework towards Realistic Streaming Video Understanding. | Guowei Tang, Tianwen Qian, Huanran Zheng, Yifei Wang, Xiaoling Wang |
| 2026 | ACL | Beyond Cross-Modal Alignment: Measuring and Leveraging Modality Gap in Vision-Language Models. | Hanqi Yan, Xiangxiang Cui, Lu Yin, Jindong Gu, Paul Pu Liang, Yulan He, Yifei Wang |
| 2026 | COMPSAC | HGARena: Budgeted Test-Driven Multi-Agent Repository Issue Resolution with Heterogeneous Graph-Augmented Retrieval. | Yuchen Cao, Jacky Wai Keung, Yifei Wang, Yicheng Sun, Zhenyu Mao |
| 2026 | COMPSAC | R2Code: A Self-Reflective LLM Framework for Requirements-to-Code Traceability. | Yifei Wang, Jacky Keung, Xiaoxue Ma, Zhenyu Mao, Kehui Chen, Yishu Li |
| 2026 | ICPR | SAID: Spatial and Interaction-Aware Directed Heterogeneous Graph Neural Network for Gene Mutation Prediction from Histopathology Whole Slide Images. | Yifei Wang, Jun Shi, Shihao Wu, Jiyang Li, Zhiguo Jiang, Yushan Zheng |
| 2026 | KSEM | CASA-RAG: Shared-Evidence Arbitration for Training-Free Retrieval-Augmented Generation. | Yifei Wang, Xun Zhu, Hongtao Deng, Yinxia Lou |
| 2026 | WWW | WPIS: From In-the-Wild Web Images to Physics-Aware 3D Scene Graphs for Physical Reasoning. | Ke Ma, Cong Fu, Jianing Wang, Yifei Wang, Wenyuan Li, Xinggang Wang, Meng Wang, Tian Xia |
| 2026 | VR | Intuitive Gesture-Based Interaction with 4D Objects in Virtual Reality. | Yifei Wang, Akihiro Matsuura |
| 2025 | AAAI | Semi-IIN: Semi-Supervised Intra-Inter Modal Interaction Learning Network for Multimodal Sentiment Analysis. | Jinhao Lin, Yifei Wang, Yanwu Xu, Qi Liu |
| 2025 | ACL | Multi-Agent Collaboration via Cross-Team Orchestration. | Zhuoyun Du, Chen Qian, Wei Liu, Zihao Xie, Yifei Wang, Rennai Qiu, Yufan Dang, Weize Chen, Cheng Yang, Ye Tian, Xuantang Xiong, Lei Han |
| 2025 | ACL | Uncertainty Unveiled: Can Exposure to More In-context Examples Mitigate Uncertainty for Large Language Models? | Yifei Wang, Yu Sheng, Linjing Li, Daniel Dajun Zeng |
| 2025 | APSEC | Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach. | Zhenyu Mao, Jacky Keung, Fengji Zhang, Shuo Liu, Yifei Wang, Jialong Li |
| 2025 | APSEC | Chart2Code-MoLA: Efficient Multi-Modal Code Generation via Adaptive Expert Routing. | Yifei Wang, Jacky Keung, Zhenyu Mao, Jingyu Zhang, Yuchen Cao |
| 2025 | COCOON | Redefining Entity Integration: Theoretical Insights for GNN-Based Recommender Systems. | Yifei Wang, Jiayan Zhu, Yao Xu, Xin Li, Jiamou Liu |
| 2025 | COMPSAC | Multi-Strategy Enhanced COA for Path Planning in Autonomous Navigation. | Yifei Wang, Jacky Keung, Haohan Xu, Yuchen Cao, Zhenyu Mao |
| 2025 | EMNLP | POSITION BIAS MITIGATES POSITION BIAS: Mitigate Position Bias Through Inter-Position Knowledge Distillation. | Yifei Wang, Feng Xiong, Yong Wang, Linjing Li, Xiangxiang Chu, Daniel Dajun Zeng |
| 2025 | EMNLP | HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation. | Feng Xiong, Hongling Xu, Yifei Wang, Runxi Cheng, Yong Wang, Xiangxiang Chu |
| 2025 | ICDE | Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey (Extended Abstract). | Weixu Zhang, Yifei Wang, Yuanfeng Song, Victor Junqiu Wei, Yuxing Tian, Yiyan Qi, Jonathan H. Chan, Raymond Chi-Wing Wong, Haiqin Yang |
| 2025 | ICLR | Can In-context Learning Really Generalize to Out-of-distribution Tasks? | Qixun Wang, Yifei Wang, Xianghua Ying, Yisen Wang |
| 2025 | ICLR | Rethinking Invariance in In-context Learning. | Lizhe Fang, Yifei Wang, Khashayar Gatmiry, Lei Fang, Yisen Wang |
| 2025 | ICLR | What is Wrong with Perplexity for Long-context Language Modeling? | Lizhe Fang, Yifei Wang, Zhaoyang Liu, Chenheng Zhang, Stefanie Jegelka, Jinyang Gao, Bolin Ding, Yisen Wang |
| 2025 | ICLR | Projection Head is Secretly an Information Bottleneck. | Zhuo Ouyang, Kaiwen Hu, Qi Zhang, Yifei Wang, Yisen Wang |
| 2025 | ICLR | Scaling Large Language Model-based Multi-Agent Collaboration. | Chen Qian, Zihao Xie, Yifei Wang, Wei Liu, Kunlun Zhu, Hanchen Xia, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun |
| 2025 | ICLR | Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness. | Qi Zhang, Yifei Wang, Jingyi Cui, Xiang Pan, Qi Lei, Stefanie Jegelka, Yisen Wang |
| 2025 | ICML | On the Emergence of Position Bias in Transformers. | Xinyi Wu, Yifei Wang, Stefanie Jegelka, Ali Jadbabaie |
| 2025 | ICML | Long-Short Alignment for Effective Long-Context Modeling in LLMs. | Tianqi Du, Haotian Huang, Yifei Wang, Yisen Wang |
| 2025 | ICML | Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation. | Tiansheng Wen, Yifei Wang, Zequn Zeng, Zhong Peng, Yudi Su, Xinyang Liu, Bo Chen, Hongwei Liu, Stefanie Jegelka, Chenyu You |
| 2025 | IJCNN | Vehicle-Arm Coordination-Based Active 3D Reconstruction using Deep Reinforcement Learning. | Liangbai Liu, Ping Zhong, Bolei Chen, Jiaxu Kang, Haonan Yang, Yifei Wang |
| 2025 | IROS | An Evidence-Based Tri-Branch Cross-Pseudo Supervision Method for Semi-Supervised Medical Image Segmentation. | Dongyue Li, Aocheng Luo, Shaoan Wang, Yaoqing Hu, Jie Pan, Yifei Wang, Junzhi Yu |
| 2025 | IROS | HEATS: A Hierarchical Framework for Efficient Autonomous Target Search with Mobile Manipulators. | Hao Zhang, Yifei Wang, Weifan Zhang, Yu Wang, Haoyao Chen |
| 2025 | ISCAS | Design of a Real-time Multi-individual Boxing Classification System Using Multiple Mode Sensing. | Ziyao Zhao, Lingfeng Wu, Kaiwen Wang, Yifei Wang, Chenyi Guo, Ji Wu, Milin Zhang |
| 2025 | NSS | A Distributed Privacy-Preserving Data Aggregation Scheme for Smart Grid with False Data Detection. | Xinyi Zhang, Peng Yu, Yifei Wang, Mingwu Zhang |
| 2025 | QRS | Hybrid Privacy Policy-Code Consistency Check using Knowledge Graphs and LLMs. | Zhenyu Mao, Xinxin Fan, Yifei Wang, Jacky Keung, Jialong Li |
| 2025 | VTC | UAV-Enabled Integrated Sensing and Communications for Internet of Things: Trajectory Optimization and Beamforming Design. | Yifei Wang, Fahui Wu, Yu Xu, Dingcheng Yang, Lin Xiao, Huabing Lu |
| 2025 | SGAI | Bi-Resolution: A Logic Reasoning Enhancement Method for Large Language Models Based on Resolution and Bidirectional Reasoning Fusion. | Yifei Wang, Yixiang Chen |
| 2024 | ACL | Experiential Co-Learning of Software-Developing Agents. | Chen Qian, Yufan Dang, Jiahao Li, Wei Liu, Zihao Xie, Yifei Wang, Weize Chen, Cheng Yang, Xin Cong, Xiaoyin Che, Zhiyuan Liu, Maosong Sun |
| 2024 | ACL | BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents. | Yifei Wang, Dizhan Xue, Shengjie Zhang, Shengsheng Qian |
| 2024 | ACML | Graph Neural Networks (with Proper Weights) Can Escape Oversmoothing. | Zhijian Zhuo, Yifei Wang, Jinwen Ma, Yisen Wang |
| 2024 | AFT | A Circuit Approach to Constructing Blockchains on Blockchains. | Ertem Nusret Tas, David Tse, Yifei Wang |
| 2024 | ECAI | Dynamic Multimodal Prompt Tuning: Boost Few-Shot Learning with VLM-Guided Point Cloud Models. | Xiang Gu, Shuchao Pang, Anan Du, Yifei Wang, Jixiang Miao, Jorge Dez |
| 2024 | EMNLP | Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons. | Yifei Wang, Yuheng Chen, Wanting Wen, Yu Sheng, Linjing Li, Daniel Zeng |
| 2024 | EMNLP | Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective. | Hanqi Yan, Yanzheng Xiang, Guangyi Chen, Yifei Wang, Lin Gui, Yulan He |
| 2024 | ICASSP | Integrating Language Models with Symbolic Formulas for First-Order Logic Reasoning. | Yu Sheng, Linjing Li, Yifei Wang, Daniel Zeng |
| 2024 | ICLR | On the Role of Discrete Tokenization in Visual Representation Learning. | Tianqi Du, Yifei Wang, Yisen Wang |
| 2024 | ICLR | Do Generated Data Always Help Contrastive Learning? | Yifei Wang, Jizhe Zhang, Yisen Wang |
| 2024 | ICLR | Non-negative Contrastive Learning. | Yifei Wang, Qi Zhang, Yaoyu Guo, Yisen Wang |
| 2024 | ICML | OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift. | Lin Li, Yifei Wang, Chawin Sitawarin, Michael W. Spratling |
| 2024 | ICML | Look Ahead or Look Around? A Theoretical Comparison Between Autoregressive and Masked Pretraining. | Qi Zhang, Tianqi Du, Haotian Huang, Yifei Wang, Yisen Wang |
| 2024 | ICML | On the Duality Between Sharpness-Aware Minimization and Adversarial Training. | Yihao Zhang, Hangzhou He, Jingyu Zhu, Huanran Chen, Yifei Wang, Zeming Wei |
| 2024 | IGARSS | High-Resolution Reconstruction and Image Classification Based on Optical Multi-Angle Information. | Yifei Wang, Xiaoning Zhang, Ziti Jiao, Fan Ye, Zhaoyang Peng |
| 2024 | ISPEC | Controlled Multi-client Functional Encryption for Flexible Access Control. | Mingwu Zhang, Yulu Zhong, Yifei Wang, Yuntao Wang |
| 2024 | SECON | Payment Routing Across IoT Blockchain Shards using Deep Reinforcement Learning. | Ting Cai, Chuqi Li, Qiang Li, Yifei Wang, Yuxin Wu, Zhiwei Ye, Patrick C. K. Hung |
| 2023 | AAAI | USER: Unsupervised Structural Entropy-Based Robust Graph Neural Network. | Yifei Wang, Yupan Wang, Zeyu Zhang, Song Yang, Kaiqi Zhao, Jiamou Liu |
| 2023 | AAAI | On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization. | Shiji Xin, Yifei Wang, Jingtong Su, Yisen Wang |
| 2023 | CVPR | CFA: Class-Wise Calibrated Fair Adversarial Training. | Zeming Wei, Yifei Wang, Yiwen Guo, Yisen Wang |
| 2023 | DAC | DriverJar: Lightweight Device Driver Isolation for ARM. | Huamao Wu, Yuan Chen, Yajin Zhou, Yifei Wang, Lubo Zhang |
| 2023 | ICIS | Does Black Music also matter? The Effect of The George Floyd's Death on Hip-hop Music Streaming in the United States. | Yifei Wang, Gorkem Turgut Ozer, Anand Gopal |
| 2023 | ICLR | A Message Passing Perspective on Learning Dynamics of Contrastive Learning. | Yifei Wang, Qi Zhang, Tianqi Du, Jiansheng Yang, Zhouchen Lin, Yisen Wang |
| 2023 | ICLR | ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond. | Xiaojun Guo, Yifei Wang, Tianqi Du, Yisen Wang |
| 2023 | ICLR | Unbiased Stochastic Proximal Solver for Graph Neural Networks with Equilibrium States. | Mingjie Li, Yifei Wang, Yisen Wang, Zhouchen Lin |
| 2023 | ICLR | Rethinking the Effect of Data Augmentation in Adversarial Contrastive Learning. | Rundong Luo, Yifei Wang, Yisen Wang |
| 2023 | ICLR | Parallel Deep Neural Networks Have Zero Duality Gap. | Yifei Wang, Tolga Ergen, Mert Pilanci |
| 2023 | ICLR | Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism. | Zhijian Zhuo, Yifei Wang, Jinwen Ma, Yisen Wang |
| 2023 | ICML | Rethinking Weak Supervision in Helping Contrastive Learning. | Jingyi Cui, Weiran Huang, Yifei Wang, Yisen Wang |
| 2023 | ICML | On the Generalization of Multi-modal Contrastive Learning. | Qi Zhang, Yifei Wang, Yisen Wang |
| 2023 | ICPADS | FedFC: An Efficient Personalized Federated Learning Method on Non-iid Data. | Yuxin Yang, Yifei Wang, Chanying Huang, Qianmu Li, Shan Xiao |
| 2023 | IJCAI | Contrastive Label Enhancement. | Yifei Wang, Yiyang Zhou, Jihua Zhu, Xinyuan Liu, Wenbiao Yan, Zhiqiang Tian |
| 2023 | WWW | RSGNN: A Model-agnostic Approach for Enhancing the Robustness of Signed Graph Neural Networks. | Zeyu Zhang, Jiamou Liu, Xianda Zheng, Yifei Wang, Pengqian Han, Yupan Wang, Kaiqi Zhao, Zijian Zhang |
| 2023 | SIGIR | Contrastive Learning for Signed Bipartite Graphs. | Zeyu Zhang, Jiamou Liu, Kaiqi Zhao, Song Yang, Xianda Zheng, Yifei Wang |
| 2022 | ICIS | Dancing to the #challenge: The Effect of TikTok on Closing the Artist Gender Gap. | Yifei Wang, Jui Ramaprasad, Anand Gopal |
| 2022 | ICLR | A Unified Contrastive Energy-based Model for Understanding the Generative Ability of Adversarial Training. | Yifei Wang, Yisen Wang, Jiansheng Yang, Zhouchen Lin |
| 2022 | ICLR | Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap. | Yifei Wang, Qi Zhang, Yisen Wang, Jiansheng Yang, Zhouchen Lin |
| 2022 | ICLR | The Hidden Convex Optimization Landscape of Regularized Two-Layer ReLU Networks: an Exact Characterization of Optimal Solutions. | Yifei Wang, Jonathan Lacotte, Mert Pilanci |
| 2022 | ICLR | The Convex Geometry of Backpropagation: Neural Network Gradient Flows Converge to Extreme Points of the Dual Convex Program. | Yifei Wang, Mert Pilanci |
| 2022 | ICML | Optimization-Induced Graph Implicit Nonlinear Diffusion. | Qi Chen, Yifei Wang, Yisen Wang, Jiansheng Yang, Zhouchen Lin |
| 2022 | ICML | G | Mingjie Li, Xiaojun Guo, Yifei Wang, Yisen Wang, Zhouchen Lin |
| 2022 | MMSP | Robust Watermarking for Video Forgery Detection with Improved Imperceptibility and Robustness. | Yangming Zhou, Qichao Ying, Yifei Wang, Xiangyu Zhang, Zhenxing Qian, Xinpeng Zhang |
| 2022 | PRICAI | SICM: A Supervised-Based Identification and Classification Model for Chinese Jargons Using Feature Adapter Enhanced BERT. | Yifei Wang, Haochen Su, Yingao Wu, Haizhou Wang |
| 2021 | ICCV | Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection. | Miao Zhang, Jie Liu, Yifei Wang, Yongri Piao, Shunyu Yao, Wei Ji, Jingjing Li, Huchuan Lu, Zhongxuan Luo |
| 2021 | ICLR | On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections. | Peizhao Li, Yifei Wang, Han Zhao, Pengyu Hong, Hongfu Liu |
| 2021 | ICML | Adaptive Newton Sketch: Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality. | Jonathan Lacotte, Yifei Wang, Mert Pilanci |
| 2021 | ISPA | Remote Sensing Data Backup and Recovery System for Power Industry. | Feng Jing, Donghai Huang, Yifei Wang, Xirong Lv, Qi Du |
| 2021 | PLDI | JPortal: precise and efficient control-flow tracing for JVM programs with Intel processor trace. | Zhiqiang Zuo, Kai Ji, Yifei Wang, Wei Tao, Linzhang Wang, Xuandong Li, Guoqing Harry Xu |
| 2021 | WWW | Optimizing AD Pruning of Sponsored Search with Reinforcement Learning. | Yijiang Lian, Zhijie Chen, Xin Pei, Shuang Li, Yifei Wang, Yuefeng Qiu, Zhiheng Zhang, Zhipeng Tao, Liang Yuan, Hanju Guan, Kefeng Zhang, Zhigang Li, Xiaochun Liu |
| 2020 | ADMA | Encrypted Traffic Classification Using Graph Convolutional Networks. | Shuang Mo, Yifei Wang, Ding Xiao, Wenrui Wu, Shaohua Fan, Chuan Shi |
| 2020 | COLING | Train Once, and Decode As You Like. | Chao Tian, Yifei Wang, Hao Cheng, Yijiang Lian, Zhihua Zhang |
| 2020 | EUSPN | A Partial Pre-composing Method for Composition of Web Services. | Jing Li, Zhiyong Wu, Panjing Li, Ming Zhu, Yifei Wang |
| 2020 | HRI | A Software Framework to Create Behaviors for Androids and Its Implementation on the Mobile Android "ibuki". | Shiqi Yu, Yusuke Nishimura, Satoshi Yagi, Naoki Ise, Yifei Wang, Yoshihiro Nakata, Yutaka Nakamura, Hiroshi Ishiguro |
| 2020 | ICPR | DFH-GAN: A Deep Face Hashing with Generative Adversarial Network. | Lanxiang Zhou, Yifei Wang, Bo Xiao, Qianfang Xu |
| 2020 | IECON | Stability Control Design for TAB-Based Three-Port Bidirectional DC/DC Converters in PV-Battery Grid-Connected Applications. | Hui Yong, Xiaoqiang Li, Xiaojie Wu, Mingxue Li, Yifei Wang |
| 2019 | CogSci | Comparison of Chinese and Western Categorization: Based on Bayesian Model. | Junyao Liu, Yifei Wang, Yingying Yin, Wenxuan Hao, Mingyi Wang, Fei Xu |
| 2019 | DATE | Characterizing the Reliability and Threshold Voltage Shifting of 3D Charge Trap NAND Flash. | Weihua Liu, Fei Wu, Meng Zhang, Yifei Wang, Zhonghai Lu, Xiangfeng Lu, Changsheng Xie |
| 2019 | EuroSys | Grapple: A Graph System for Static Finite-State Property Checking of Large-Scale Systems Code. | Zhiqiang Zuo, John Thorpe, Yifei Wang, Qiuhong Pan, Shenming Lu, Kai Wang, Guoqing Harry Xu, Linzhang Wang, Xuandong Li |
| 2019 | ICIP | Feature Aligned Recurrent Network for Causal Video Object Detection. | Yifei Wang, Dongxiao Li, Lu Lin, Bohua Chen, Lianghao Wang, Ming Zhang |
| 2019 | ICIS | Too Risky to Bid? Women in OLMs and STEM Competitive Environments. | Yifei Wang, Nishtha Langer, Anand Gopal |
| 2019 | ICTAI | Regularized Non-Negative Spectral Embedding for Clustering. | Yifei Wang, Rui Liu, Yong Chen, Hui Zhang, Zhiwen Ye |
| 2019 | SMC | Integrated Electricity and Natural Gas System for Day-Ahead Scheduling. | Yang Xu, Fei Zhao, Loi Lei Lai, Yifei Wang |
| 2018 | KSEM | An Incremental Reasoning Algorithm for Large Scale Knowledge Graph. | Yifei Wang, Jie Luo |
| 2014 | ALIFE | Evolving Evolvability in the Context of Environmental Change: A Gene Regulatory Network (GRN) Approach. | Yifei Wang, Joanna Bryson, Stephen G. Matthews |
| 2014 | CEC | Intelligent search optimized edge potential function (EPF) approach to synthetic aperture radar (SAR) scene matching. | Yifei Wang, Jihao Yin |
| 2013 | IECON | Enhancing condition monitoring of distributed generation systems through optimal sensor selection. | Yifei Wang, Xiandong Ma, Malcolm John Joyce |
| 2011 | ACSAC | Attacks on WebView in the Android system. | Tongbo Luo, Hao Hao, Wenliang Du, Yifei Wang, Heng Yin |
| 2010 | AINA | A Context Conflict Resolution with Optimized Mediation. | Yifei Wang, Yao Shen, Minyi Guo, Daqiang Zhang |
| 2009 | FAW | Learning with Sequential Minimal Transductive Support Vector Machine. | Xinjun Peng, Yifei Wang |
| 2008 | TASE | A Bigraphical Model of WSBPEL. | Min Zhang, Ling Shi, Longfei Zhu, Yifei Wang, Libo Feng, Geguang Pu |
| 2007 | ICRA | Real-Time High-Accuracy Micropipette Aspiration for Characterizing Mechanical Properties of Biological Cells. | Xinyu Liu, Yifei Wang, Yu Sun |
| 2006 | EDOC | Web Services Selection and Composition based on the Routing Algorithm. | Yifei Wang, Hongbing Wang, Xun Xu |
| 2005 | ADMA | Bayesian Neural Networks for Prediction of Protein Secondary Structure. | Jianlin Shao, Dong Xu, Lanzhou Wang, Yifei Wang |