| 2026 | AAAI | PosPrune: Visual Token Pruning with Positional Bias Correction for Efficient Large Vision-Language Models. | Ziyang Wang, Mengwei Li, Hao Yin, Wenhao Liu, Zilei Wang |
| 2026 | AAAI | AutoLink: Autonomous Schema Exploration and Expansion for Scalable Schema Linking in Text-to-SQL at Scale. | Ziyang Wang, Yuanlei Zheng, Zhenbiao Cao, Xiaojin Zhang, Zhongyu Wei, Pei Fu, Zhenbo Luo, Wei Chen, Xiang Bai |
| 2026 | ACL | MoPrune: Scene-Guided Motion-Aware Token Pruning for Efficient Video Large Language Models. | Wenhao Hong, Ziyang Wang, Yixin Zhang, Zilei Wang |
| 2026 | ACL | UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models. | Qundong Shi, Jie Zhou, Biyuan Lin, Junbo Cui, Guoyang Zeng, Yixuan Zhou, Ziyang Wang, Xin Liu, Zhen Luo, Yudong Wang, Zhiyuan Liu |
| 2026 | ACL | GRASPrune: Global Gating for Budgeted Structured Pruning of Large Language Models. | Ziyang Wang, Jiangfeng Xiao, Chuan Xiao, Ruoxiang Li, Rui Mao, Jianbin Qin |
| 2026 | ACL | Doc-V^*: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA. | Yuanlei Zheng, Pei Fu, Hang Li, Ziyang Wang, Yuyi Zhang, Wenyu Ruan, Xiaojin Zhang, Zhongyu Wei, Zhenbo Luo, Jian Luan, Wei Chen, Xiang Bai |
| 2026 | ICDE | WikiDBGraph: A Data Management Benchmark Suite for Collaborative Learning Over Database Silos. | Zhaomin Wu, Ziyang Wang, Bingsheng He |
| 2026 | WWW | PI2I: A Personalized Item-Based Collaborative Filtering Retrieval Framework. | Shaoqing Wang, Yingcai Ma, Kairui Fu, Ziyang Wang, Dunxian Huang, Yuliang Yan, Jian Wu |
| 2026 | SIGIR | RULER: Robust Unified LLM-based Efficient Retrieval for Legal Information. | Chenyu Hou, Ziyang Wang, Bin Cao, Jiaxing Wang, Tianming Zhang, Tiantian Li |
| 2026 | WACV | TimeRefine: Temporal Grounding with Time Refining Video LLM. | Xizi Wang, Feng Cheng, Ziyang Wang, Huiyu Wang, Md Mohaiminul Islam, Lorenzo Torresani, Mohit Bansal, Gedas Bertasius, David Crandall |
| 2025 | ACL | DiffPO: 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 |
| 2025 | ACL | Mitigating 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 |
| 2025 | APSEC | SMTPRT: Performance Regression Testing and Localization for SMT Solvers Across Multiple Logics. | Ziyang Wang, Xiaohong Li, Lili Quan, Zhiping Zhou, Yao Zhang, Ruitao Feng |
| 2025 | CIKM | TBGRecall: A Generative Retrieval Model for E-commerce Recommendation Scenarios. | Zida Liang, Changfa Wu, Dunxian Huang, Weiqiang Sun, Ziyang Wang, Yuliang Yan, Jian Wu, Yuning Jiang, Bo Zheng, Ke Chen, Silu Zhou, Yu Zhang |
| 2025 | CVPR | Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images. | Jie Mei, Chenyu Lin, Yu Qiu, Yaonan Wang, Hui Zhang, Ziyang Wang, Dong Dai |
| 2025 | CVPR | VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos. | Ziyang Wang, Shoubin Yu, Elias Stengel-Eskin, Jaehong Yoon, Feng Cheng, Gedas Bertasius, Mohit Bansal |
| 2025 | ECAI | Learning an Efficient Optimizer via Hybrid-Policy Sub-Trajectory Balance. | Yunchuan Guan, Yu Liu, Ke Zhou, Hui Li, Sen Jia, Zhiqi Shen, Ziyang Wang, Xinglin Zhang, Tao Chen, Jenq-Neng Hwang, Lei Li |
| 2025 | EMNLP | Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning. | Ziyang Wang, Jaehong Yoon, Shoubin Yu, Md Mohaiminul Islam, Gedas Bertasius, Mohit Bansal |
| 2025 | EMNLP | MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation. | Shoubin Yu, Yue Zhang, Ziyang Wang, Jaehong Yoon, Mohit Bansal |
| 2025 | HCI | Innovative Dissemination Path of Yi Character in Human-Computer Interaction: A Case Study of Personalized Cultural Product Customization. | Ziyang Wang, Yuanfang Zhao |
| 2025 | ICASSP | Spectral Enhancement and Pseudo-Anchor Guidance for Infrared-Visible Person Re-Identification. | Yiyuan Ge, Zhihao Chen, Ziyang Wang, Jiaju Kang, Mingya Zhang |
| 2025 | ICASSP | HFE-RWKV: High-Frequency Enhanced RWKV Model for Efficient Left Ventricle Segmentation in Pediatric Echocardiograms. | Zi Ye, Tianxiang Chen, Ziyang Wang, Hanwei Zhang, Lijun Zhang |
| 2025 | PIMRC | Embedded AI for WiFi Sensing of Surface Hotness. | Yirui Deng, Wanqiu Ding, Jiacheng Zhu, Ziyang Wang, Deepak Mishra, Aruna Seneviratne |
| 2025 | WACV | Dam: Dynamic Adapter Merging for Continual Video QA Learning. | Feng Cheng, Ziyang Wang, Yi-Lin Sung, Yan-Bo Lin, Mohit Bansal, Gedas Bertasius |
| 2025 | SRDS | Unveiling Evolving Threats: A Data Analysis for Next-Generation Honeypot Development. | Ziyang Wang, Shichao Lv, Haining Wang, Jianzhou You, Shuoyang Liu, Tianwei Yuan, Xiao Lu, Limin Sun |
| 2024 | EACL | Unified Embeddings for Multimodal Retrieval via Frozen LLMs. | Ziyang Wang, Heba Elfardy, Markus Dreyer, Kevin Small, Mohit Bansal |
| 2024 | EMNLP | A Simple LLM Framework for Long-Range Video Question-Answering. | Ce Zhang, Taixi Lu, Md Mohaiminul Islam, Ziyang Wang, Shoubin Yu, Mohit Bansal, Gedas Bertasius |
| 2024 | EMNLP | Unleashing Large Language Models' Proficiency in Zero-shot Essay Scoring. | Sanwoo Lee, Yida Cai, Desong Meng, Ziyang Wang, Yunfang Wu |
| 2024 | HCI | Application Study of Interactive Picture Books in Alleviating the Fears of Medical Experience Among Pediatric Patients. | Ziyang Wang, Yuanfang Zhao |
| 2024 | ICIP | Quadruple-Consistency Vision Transformer for Medical Image Segmentation with Limited Number of Sparse Annotations. | Yufan Liu, Ziyang Wang, Tianxiang Chen, Zi Ye |
| 2024 | ICPR | HFENet: High-Frequency Enhanced Network for Shape-Aware Segmentation of Left Ventricle in Pediatric Echocardiograms. | Tianxiang Chen, Ziyang Wang, Zi Ye |
| 2024 | IJCAI | Unbiased Active Semi-supervised Binary Classification Models. | JooChul Lee, Weidong Ma, Ziyang Wang |
| 2024 | NAACL | FPT: Feature Prompt Tuning for Few-shot Readability Assessment. | Ziyang Wang, Sanwoo Lee, Hsiu-Yuan Huang, Yunfang Wu |
| 2024 | VTC | Flexible Secondary Beamforming Using Holographic Meta-Surfaces for Multi-Mode Vortex Beam Transmission in Wireless Communications. | Yufei Zhao, Ziyang Wang, Xinyu Xue, Afkar Mohamed Ismail, Xiaoyan Ma, Yong Liang Guan |
| 2023 | ICASSP | A Privacy-Preserving Trajectory Mining Model. | Ziyang Wang, Sissi Xiaoxiao Wu, Junjie Zhu, Yingying Zhu |
| 2023 | ICCV | Unified Coarse-to-Fine Alignment for Video-Text Retrieval. | Ziyang Wang, Yi-Lin Sung, Feng Cheng, Gedas Bertasius, Mohit Bansal |
| 2023 | ICDM | ConvAOA: A Convolutional Attention Over Attention Model for Click-Through Rate Prediction. | Bin Yang, Tianmu Sha, Ying Xing, Ziyang Wang, Zhipu Xie, Xin Wang |
| 2023 | ICIG | Dual Temporal Memory Network for Video Salient Object Detection. | Ziyang Wang, Jinpan Li, Junxia Li |
| 2023 | ICIP | Densely Connected Swin-UNet for Multiscale Information Aggregation in Medical Image Segmentation. | Ziyang Wang, Meiwen Su, Jian-Qing Zheng, Yang Liu |
| 2023 | IJCAI | Towards Hierarchical Policy Learning for Conversational Recommendation with Hypergraph-based Reinforcement Learning. | Sen Zhao, Wei Wei, Yifan Liu, Ziyang Wang, Wendi Li, Xian-Ling Mao, Shuai Zhu, Minghui Yang, Zujie Wen |
| 2023 | MICCAI | Weakly Supervised Medical Image Segmentation Through Dense Combinations of Dense Pseudo-Labels. | Ziyang Wang, Irina Voiculescu |
| 2023 | MICCAI | Exigent Examiner and Mean Teacher: An Advanced 3D CNN-Based Semi-Supervised Brain Tumor Segmentation Framework. | Ziyang Wang, Irina Voiculescu |
| 2022 | BMVC | Adversarial Vision Transformer for Medical Image Semantic Segmentation with Limited Annotations. | Ziyang Wang, Will Zhao, Zixuan Ni, Yuchen Zheng |
| 2022 | CIKM | Multi-level Contrastive Learning Framework for Sequential Recommendation. | Ziyang Wang, Huoyu Liu, Wei Wei, Yue Hu, Xian-Ling Mao, Shaojian He, Rui Fang, Dangyang Chen |
| 2022 | CIKM | Improving Knowledge-aware Recommendation with Multi-level Interactive Contrastive Learning. | Ding Zou, Wei Wei, Ziyang Wang, Xian-Ling Mao, Feida Zhu, Rui Fang, Dangyang Chen |
| 2022 | COLING | Focus-Driven Contrastive Learning for Medical Question Summarization. | Ming Zhang, Shuai Dou, Ziyang Wang, Yunfang Wu |
| 2022 | ECCV | When CNN Meet with ViT: Towards Semi-supervised Learning for Multi-class Medical Image Semantic Segmentation. | Ziyang Wang, Tianze Li, Jian-Qing Zheng, Baoru Huang |
| 2022 | EMNLP | A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced Loss. | Wenbiao Li, Ziyang Wang, Yunfang Wu |
| 2022 | ICIP | Computationally-Efficient Vision Transformer for Medical Image Semantic Segmentation Via Dual Pseudo-Label Supervision. | Ziyang Wang, Nanqing Dong, Irina Voiculescu |
| 2022 | MICCAI | Triple-View Feature Learning for Medical Image Segmentation. | Ziyang Wang, Irina Voiculescu |
| 2022 | SIGIR | Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System. | Ding Zou, Wei Wei, Xian-Ling Mao, Ziyang Wang, Minghui Qiu, Feida Zhu, Xin Cao |
| 2021 | AAAI | Learning Light-Weight Translation Models from Deep Transformer. | Bei Li, Ziyang Wang, Hui Liu, Quan Du, Tong Xiao, Chunliang Zhang, Jingbo Zhu |
| 2021 | ACL | Weight Distillation: Transferring the Knowledge in Neural Network Parameters. | Ye Lin, Yanyang Li, Ziyang Wang, Bei Li, Quan Du, Tong Xiao, Jingbo Zhu |
| 2021 | CIKM | Region Semantically Aligned Network for Zero-Shot Learning. | Ziyang Wang, Yunhao Gou, Jingjing Li, Yu Zhang, Yang Yang |
| 2021 | ICIP | RAR-U-NET: A Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation Under Noisy Labels. | Ziyang Wang, Zhengdong Zhang, Irina Voiculescu |
| 2020 | ACL | Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation. | Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li |
| 2020 | EMNLP | Shallow-to-Deep Training for Neural Machine Translation. | Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu |
| 2020 | IPCCC | SEGIVE: A Practical Framework of Secure GPU Execution in Virtualization Environment. | Ziyang Wang, Fangyu Zheng, Jingqiang Lin, Guang Fan, Jiankuo Dong |
| 2020 | SIGIR | Global Context Enhanced Graph Neural Networks for Session-based Recommendation. | Ziyang Wang, Wei Wei, Gao Cong, Xiao-Li Li, Xianling Mao, Minghui Qiu |
| 2019 | GD | Multi-level Graph Drawing Using Infomap Clustering. | Seok-Hee Hong, Peter Eades, Marnijati Torkel, Ziyang Wang, David Chae, Sungpack Hong, Daniel Langerenken, Hassan Chafi |
| 2019 | IJCNN | Event-Triggered Adaptive Control for Discrete-Time Zero-Sum Games. | Ziyang Wang, Qinglai Wei, Derong Liu, Yanhong Luo |
| 2018 | ICICS | Utilizing GPU Virtualization to Protect the Private Keys of GPU Cryptographic Computation. | Ziyang Wang, Fangyu Zheng, Jingqiang Lin, Jiankuo Dong |
| 2017 | ICONIP | An Event-Triggered Heuristic Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems. | Ziyang Wang, Qinglai Wei, Derong Liu |
| 2014 | GLOBECOM | The impact of user spatial heterogeneity in heterogeneous cellular networks. | Ziyang Wang, Rainer Schoenen, Halim Yanikomeroglu, Marc St-Hilaire |
| 2004 | NLDB | Avaya Interactive Dashboard (AID): An Interactive Tool for Mining the Avaya Problem Ticket Database. | Ziyang Wang, Amit Bagga |