| 2026 | AAAI | QuEPT: Quantized Elastic Precision Transformers with One-Shot Calibration for Multi-Bit Switching. | Ke Xu, Yixin Wang, Zhongcheng Li, Hao Cui, Jinshui Hu, Xingyi Zhang |
| 2026 | CHI | !nteractivesPub: Redistributing Author and Reader Effort through Interactive Academic Authoring. | Kexin Wang, Yitong Sun, Ticha Sethapakdi, Tianyu Yu, Yixin Wang, Stefanie Mueller |
| 2026 | ICCS | Modelling Traffic Policy with Drivers and Government Behavior Using Evolutionary Game Theory. | Ilia Beregovenko, Maxim Kashcheev, Yixin Wang, Sergey Kovalchuk |
| 2026 | ISIT | Guessing and Checking Decoding: An Alternative Approach to Proving Coding Theorem for Random Linear Codes. | Xiao Ma, Yixin Wang, Xiangping Zheng, Qianfan Wang |
| 2026 | ISIT | Lossy Source Coding with Guessing Codeword Decoding. | Yixin Wang, Xiao Ma |
| 2025 | AAAI | Representation Learning: A Causal Perspective. | Yixin Wang |
| 2025 | AAAI | Audio-Visual Adaptive Fusion Network for Question Answering Based on Contrastive Learning. | Xujian Zhao, Yixin Wang, Peiquan Jin |
| 2025 | AISTATS | Posterior Mean Matching: Generative Modeling through Online Bayesian Inference. | Sebastian Salazar, Michal Kucer, Yixin Wang, Emily M. Casleton, David M. Blei |
| 2025 | AISTATS | Accuracy on the wrong line: On the pitfalls of noisy data for out-of-distribution generalisation. | Amartya Sanyal, Yaxi Hu, Yaodong Yu, Yian Ma, Yixin Wang, Bernhard Schlkopf |
| 2025 | CEC | Learning the evaluation system for Chinese traditional music by evolution strategies. | Haotian Zhang, Xiaohong Guan, Nan Nan, Yixin Wang |
| 2025 | CSCWD | WiGR-AF: Attention Fusion Network for Gait Identity Recognition Using WiFi. | Guoxiang Wu, Rongqi Yao, Yixin Wang, Yu Lu |
| 2025 | DICTA | Rethinking Agentic and End-to-End Large Multimodal Models for Vision Tasks. | Yixin Wang, Xinyu Wang |
| 2025 | EMNLP | Permutative Preference Alignment from Listwise Ranking of Human Judgments. | Yang Zhao, Yixin Wang, Mingzhang Yin |
| 2025 | ICLR | Doubly robust identification of treatment effects from multiple environments. | Piersilvio De Bartolomeis, Julia Kostin, Javier Abad, Yixin Wang, Fanny Yang |
| 2025 | ICLR | Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model. | Zhiwei Xu, Zhiyu Ni, Yixin Wang, Wei Hu |
| 2025 | ICML | Counterfactual Voting Adjustment for Quality Assessment and Fairer Voting in Online Platforms with Helpfulness Evaluation. | Chang Liu, Yixin Wang, Moontae Lee |
| 2025 | ICML | Identifying Neural Dynamics Using Interventional State Space Models. | Amin Nejatbakhsh, Yixin Wang |
| 2025 | IJCNN | DRM-Yolov8 Pedestrian Detection Method for Nighttime Complex Scenarios. | Rongqi Yao, Guoxiang Wu, Dixin Wang, Yixin Wang, Yu Lu |
| 2025 | INFOCOM | TensAllo: Adaptive Deployment of LLMs on Resource-Constrained Heterogeneous Edge Devices. | Bowen Zhang, Junyang Zhang, Jiahui Hou, Yixin Wang |
| 2025 | IROS | Hybrid Data-Model-Driven External Force Estimation for Manipulators via Generalized Momentum-Based Third-Order Observer | Haohao Zhang, Yi Li, Yixin Wang, Chong Li, Xuhang Tian, Yulan Han, Zhongyi Ren |
| 2025 | MICCAI | Evaluation of 3D Counterfactual Brain MRI Generation. | Pengwei Sun, Wei Peng, Lun Yu Li, Yixin Wang, Kilian M. Pohl |
| 2025 | RecSys | CONSEQUENCES 2025 - The 4th Workshop on Causality, Counterfactuals and Sequential Decision-Making for Recommender Systems. | Harrie Oosterhuis, Olivier Jeunen, Yuta Saito, Yixin Wang, Flavian Vasile, Thorsten Joachims |
| 2025 | SMC | ALIME: Local Interpretable Explanations based on Generalized Additive Models. | Yixin Wang, Yucheng Dong, Haiming Liang, Yao Li, Yuzhu Wu, Quanbo Zha |
| 2024 | AISTATS | Multi-Domain Causal Representation Learning via Weak Distributional Invariances. | Kartik Ahuja, Amin Mansouri, Yixin Wang |
| 2024 | AISTATS | Offline Policy Evaluation and Optimization Under Confounding. | Chinmaya Kausik, Yangyi Lu, Kevin Tan, Maggie Makar, Yixin Wang, Ambuj Tewari |
| 2024 | EMNLP | LLMs Are Prone to Fallacies in Causal Inference. | Nitish Joshi, Abulhair Saparov, Yixin Wang, He He |
| 2024 | EMNLP | Uncertainty Calibration for Tool-Using Language Agents. | Hao Liu, Zi-Yi Dou, Yixin Wang, Nanyun Peng, Yisong Yue |
| 2024 | EMNLP | MMedAgent: Learning to Use Medical Tools with Multi-modal Agent. | Binxu Li, Tiankai Yan, Yuanting Pan, Jie Luo, Ruiyang Ji, Jiayuan Ding, Zhe Xu, Shilong Liu, Haoyu Dong, Zihao Lin, Yixin Wang |
| 2024 | GLOBECOM | Channel Decontamination Based Pilot Contamination Attack Resistance for GF-mMTC Emergency Networks. | Yixin Wang, Yichen Wang, Tao Wang, Julian Cheng |
| 2024 | ICML | On the Identifiability of Switching Dynamical Systems. | Carles Balsells Rodas, Yixin Wang, Yingzhen Li |
| 2024 | IGARSS | Multipath Imaging for Vehicle Targets in Non-Los Urban SAR. | Yixin Wang, Xiaolan Qiu, Xuejiao Wen |
| 2024 | INDIN | Research on Local Obstacle Avoidance Control Strategy of Smart Car Based on Remote Control. | Hongliang Wang, Jianing Wang, Yixin Wang, Dawei Pi, Yijie Chen, Pengyu Xue |
| 2024 | ISIT | Random Staircase Generator Matrix Codes. | Qianfan Wang, Yixin Wang, Yiwen Wang, Jifan Liang, Xiao Ma |
| 2024 | MICCAI | Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning. | Yixin Wang, Wei Peng, Yu Zhang, Ehsan Adeli-Mosabbeb, Qingyu Zhao, Kilian M. Pohl |
| 2024 | NAACL | Causal Inference for Human-Language Model Collaboration. | Bohan Zhang, Yixin Wang, Paramveer Dhillon |
| 2024 | RecSys | CONSEQUENCES - The 3rd Workshop on Causality, Counterfactuals and Sequential Decision-Making for Recommender Systems. | Olivier Jeunen, Harrie Oosterhuis, Yuta Saito, Flavian Vasile, Yixin Wang |
| 2024 | VTC | Data Aggregation Based Massive Machine-Type Communications Coexisting with Human-to-Human Communications: Mechanism Design and Performance Analysis. | Tao Wang, Yichen Wang, Yixin Wang |
| 2024 | VTC | Joint Channel Estimation and User Activity Detection for mmWave Grant-Free Massive MTC Networks Under Pilot Contamination Attack. | Yixin Wang, Yichen Wang, Tao Wang, Julian Cheng |
| 2023 | AISTATS | Learning to Optimize with Stochastic Dominance Constraints. | Hanjun Dai, Yuan Xue, Niao He, Yixin Wang, Na Li, Dale Schuurmans, Bo Dai |
| 2023 | CVPR | SAP-DETR: Bridging the Gap Between Salient Points and Queries-Based Transformer Detector for Fast Model Convergency. | Yang Liu, Yao Zhang, Yixin Wang, Yang Zhang, Jiang Tian, Zhongchao Shi, Jianping Fan, Zhiqiang He |
| 2023 | ICASSP | Interpretable Multi-Scale Neural Network for Granger Causality Discovery. | Chenchen Fan, Yixin Wang, Yahong Zhang, Wenli Ouyang |
| 2023 | ICASSP | Phonation Mode Detection in Singing: A Singer Adapted Model. | Yixin Wang, Wei Wei, Ye Wang |
| 2023 | ICASSP | Long-Tailed Recognition with Causal Invariant Transformation. | Yahong Zhang, Sheng Shi, Chenchen Fan, Yixin Wang, Wenli Ouyang, WeiFan, Jianping Fan |
| 2023 | ICML | Interventional Causal Representation Learning. | Kartik Ahuja, Divyat Mahajan, Yixin Wang, Yoshua Bengio |
| 2023 | ICMLC | De-Biasing Methods in Neural Networks: A Survey. | Yixin Wang, Han Liu |
| 2023 | IJCNN | Learnable Query Guided Representation Learning for Treatment Effect Estimation. | Chenchen Fan, Yixin Wang, Yahong Zhang, Wenli Ouyang, Sheng Shi, Wei Fan, Jianping Fan |
| 2023 | ICWSM | Team Resilience under Shock: An Empirical Analysis of GitHub Repositories during Early COVID-19 Pandemic. | Xuan Lu, Wei Ai, Yixin Wang, Qiaozhu Mei |
| 2023 | ISIT | On Reliably Decodable Information Bits of Linear Codes. | Yixin Wang, Xiao Ma |
| 2023 | MICCAI | Imputing Brain Measurements Across Data Sets via Graph Neural Networks. | Yixin Wang, Wei Peng, Susan F. Tapert, Qingyu Zhao, Kilian M. Pohl |
| 2023 | MICCAI | Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality Labels. | Zhe Xu, Jiangpeng Yan, Donghuan Lu, Yixin Wang, Jie Luo, Yefeng Zheng, Raymond Kai-Yu Tong |
| 2023 | RecSys | CONSEQUENCES - The 2nd Workshop on Causality, Counterfactuals and Sequential Decision-Making for Recommender Systems. | Olivier Jeunen, Thorsten Joachims, Harrie Oosterhuis, Yuta Saito, Flavian Vasile, Yixin Wang |
| 2023 | SIGGRAPH | Heightened Empathy: A Multi-user Interactive Experience in a Bioresponsive Virtual Reality. | Mark Armstrong, Kinga Skiers, Danyang Peng, Tamil Selvan Gunasekaran, Anish Kundu, Tanner Person, Yixin Wang, Kouta Minamizawa, Yun Suen Pai |
| 2023 | UAI | Bidirectional Attention as a Mixture of Continuous Word Experts. | Kevin Christian Wibisono, Yixin Wang |
| 2022 | GLOBECOM | Adaptive and Cooperative Resource Scheduling for Satellite-Terrestrial Networks. | Yixin Wang, Di Zhou, Min Sheng, Jiandong Li |
| 2022 | ICASSP | Cross-Domain Few-Shot Learning for Rare-Disease Skin Lesion Segmentation. | Yixin Wang, Zhe Xu, Jiang Tian, Jie Luo, Zhongchao Shi, Yang Zhang, Jianping Fan, Zhiqiang He |
| 2022 | ISIT | A New Framework for Proving Coding Theorems for Linear Codes. | Xiao Ma, Yixin Wang, Tingting Zhu |
| 2022 | MICCAI | On the Dataset Quality Control for Image Registration Evaluation. | Jie Luo, Guangshen Ma, Nazim Haouchine, Zhe Xu, Yixin Wang, Tina Kapur, Lipeng Ning, William M. Wells III, Sarah F. Frisken |
| 2022 | MICCAI | Denoising for Relaxing: Unsupervised Domain Adaptive Fundus Image Segmentation Without Source Data. | Zhe Xu, Donghuan Lu, Yixin Wang, Jie Luo, Dong Wei, Yefeng Zheng, Raymond Kai-Yu Tong |
| 2022 | VTC | A Successive Deep Q-Learning Based Distributed Handover Scheme for Large-Scale LEO Satellite Networks. | Haotian Liu, Yichen Wang, Yixin Wang |
| 2022 | WCNC | Diverse Traffic Demands Oriented Multi-User Detection for Grant-Free Massive MTC Networks. | Yixin Wang, Yichen Wang, Tao Wang, Julian Cheng |
| 2022 | SiggraphA | It's Me: VR-based Journaling for Improved Cognitive Self-Regulation. | Yixin Wang, Yun Suen Pai, Kouta Minamizawa |
| 2021 | ICML | A Proxy Variable View of Shared Confounding. | Yixin Wang, David M. Blei |
| 2021 | KDD | Bayesian Causal Inference for Real World Interactive Systems. | Nicolas Chopin, Mike Gartrell, Dawen Liang, Alberto Lumbreras, David Rohde, Yixin Wang |
| 2021 | MICCAI | ACN: Adversarial Co-training Network for Brain Tumor Segmentation with Missing Modalities. | Yixin Wang, Yang Zhang, Yang Liu, Zihao Lin, Jiang Tian, Cheng Zhong, Zhongchao Shi, Jianping Fan, Zhiqiang He |
| 2021 | MICCAI | Noisy Labels are Treasure: Mean-Teacher-Assisted Confident Learning for Hepatic Vessel Segmentation. | Zhe Xu, Donghuan Lu, Yixin Wang, Jie Luo, Jagadeesan Jayender, Kai Ma, Yefeng Zheng, Xiu Li |
| 2020 | AMIA | The Multi-Outcome Medical Deconfounder: Assessing Treatment Effect on Multiple Renal Measures. | Linying Zhang, Yixin Wang, Anna Ostropolets, Ruijun Chen, David M. Blei, George Hripcsak |
| 2020 | GLOBECOM | Joint Source Channel Anytime Coding. | Li Deng, Yixin Wang, Xiaoxi Yu, Md. Noor-A-Rahim, Yong Liang Guan, Zhiping Shi |
| 2020 | ICASSP | Harmonics Based Representation in Clarinet Tone Quality Evaluation. | Yixin Wang, Xiaohong Guan, Youtian Du, Nan Nan |
| 2020 | ISIT | Thermodynamically Stable DNA Code Design using a Similarity Significance Model. | Yixin Wang, Md. Noor-A-Rahim, Erry Gunawan, Yong Liang Guan, Chueh-Loo Poh |
| 2020 | MICCAI | Double-Uncertainty Weighted Method for Semi-supervised Learning. | Yixin Wang, Yao Zhang, Jiang Tian, Cheng Zhong, Zhongchao Shi, Yang Zhang, Zhiqiang He |
| 2020 | MICCAI | Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer. | Yao Zhang, Jiawei Yang, Feng Hou, Yang Liu, Yixin Wang, Jiang Tian, Cheng Zhong, Yang Zhang, Zhiqiang He |
| 2020 | RecSys | Causal Inference for Recommender Systems. | Yixin Wang, Dawen Liang, Laurent Charlin, David M. Blei |
| 2018 | ICML | Black Box FDR. | Wesley Tansey, Yixin Wang, David M. Blei, Raul Rabadan |
| 2017 | ICML | Evaluating Bayesian Models with Posterior Dispersion Indices. | Alp Kucukelbir, Yixin Wang, David M. Blei |
| 2017 | ICML | Robust Probabilistic Modeling with Bayesian Data Reweighting. | Yixin Wang, Alp Kucukelbir, David M. Blei |
| 2017 | VTC | Joint Dynamic Spectrum Access and Multi-Relay Selection: A Matching-Theory-Based Approach. | Wenjun Xu, Xue Li, Yixin Wang, Chia-Han Lee, Zhiyong Feng |
| 2006 | GLOBECOM | Complementary Protection Under Double-Link Failure for Survivable Optical Networks. | Xiaofei Cheng, Teck Yoong Chai, Xu Shao, Yixin Wang |
| 2006 | TridentCom | iOPEN testbed for dynamic resource provisioning in metro ethernet networks. | Luying Zhou, Teck Yoong Chai, Xu Shao, Chava Vijaya Saradhi, Kumaran Veerayah, Yixin Wang, Chao Lu |