| 2026 | ACL | Enabling Agents to Communicate Entirely in Latent Space. | Zhuoyun Du, Runze Wang, Huiyu Bai, Zouying Cao, Xiaoyong Zhu, Yu Cheng, Bo Zheng, Wei Chen, Haochao Ying |
| 2026 | ACL | Learning to Evolve: A Self-Improving Framework for Multi-Agent Systems via Textual Parameter Graph Optimization. | Shan He, Runze Wang, Zhuoyun Du, Huiyu Bai, Zouying Cao, Yu Cheng, Bo Zheng |
| 2026 | HPCA | Adaptive Draft Sequence Length: Enhancing Speculative Decoding Throughput on PIM-Enabled Systems. | Runze Wang, Qinggang Wang, Haifeng Liu, Long Zheng, Xiaofei Liao, Hai Jin, Jingling Xue |
| 2025 | AAAI | Bridging Molecular Graphs and Large Language Models. | Runze Wang, Mingqi Yang, Yanming Shen |
| 2025 | ACL | PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization. | Zouying Cao, Runze Wang, Yifei Yang, Xinbei Ma, Xiaoyong Zhu, Bo Zheng, Hai Zhao |
| 2025 | ICCV | ObjectRelator: Enabling Cross-View Object Relation Understanding Across Ego-Centric and Exo-Centric Perspectives. | Yuqian Fu, Runze Wang, Bin Ren, Guolei Sun, Biao Gong, Yanwei Fu, Danda Pani Paudel, Xuanjing Huang, Luc Van Gool |
| 2025 | IJCNN | Multi-Channel Learning Framework Based on Relation-Aware Transformer For Drug Synergy Prediction. | Kaiyuan Zhang, Yifei Huang, Runze Wang, Tianyi Zang, Yanli Zhao |
| 2025 | ISCAS | Dynamic Spatial Filtering with Residual Spectral Mapping for Lightweight Multichannel Speech Enhancement. | Xingyu Shen, Runze Wang, Wei-Ping Zhu |
| 2025 | MICCAI | Anatomy-Aware Low-Dose CT Denoising via Pretrained Vision Models and Semantic-Guided Contrastive Learning. | Runze Wang, Zeli Chen, Zhiyun Song, Wei Fang, Jiajin Zhang, Danyang Tu, Yuxing Tang, Minfeng Xu, Xianghua Ye, Le Lu, Dakai Jin |
| 2025 | WWW | Local Differentially Private Release of Infinite Streams With Temporal Relevance. | Runze Wang, Jiahao Liu, Miao Hu, Yipeng Zhou, Di Wu |
| 2024 | COLING | CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite. | Yifei Yuan, Chen Shi, Runze Wang, Liyi Chen, Renjun Hu, Zengming Zhang, Feijun Jiang, Wai Lam |
| 2024 | ISCA | Enabling Efficient Large Recommendation Model Training with Near CXL Memory Processing. | Haifeng Liu, Long Zheng, Yu Huang, Jingyi Zhou, Chaoqiang Liu, Runze Wang, Xiaofei Liao, Hai Jin, Jingling Xue |
| 2024 | MICRO | A Scalable, Efficient, and Robust Dynamic Memory Management Library for HLS-based FPGAs. | Qinggang Wang, Long Zheng, Zhaozeng An, Shuyi Xiong, Runze Wang, Yu Huang, Pengcheng Yao, Xiaofei Liao, Hai Jin, Jingling Xue |
| 2023 | WADS | Hardness of Graph-Structured Algebraic and Symbolic Problems. | Jingbang Chen, Yu Gao, Yufan Huang, Richard Peng, Runze Wang |
| 2022 | EMNLP | McQueen: a Benchmark for Multimodal Conversational Query Rewrite. | Yifei Yuan, Chen Shi, Runze Wang, Liyi Chen, Feijun Jiang, Yuan You, Wai Lam |
| 2022 | MICCAI | UASSR: Unsupervised Arbitrary Scale Super-Resolution Reconstruction of Single Anisotropic 3D Images via Disentangled Representation Learning. | Jiale Wang, Runze Wang, Rong Tao, Guoyan Zheng |
| 2022 | MICCAI | Few-shot Medical Image Segmentation Regularized with Self-reference and Contrastive Learning. | Runze Wang, Qin Zhou, Guoyan Zheng |
| 2022 | PAKDD | Sparse Imbalanced Drug-Target Interaction Prediction via Heterogeneous Data Augmentation and Node Similarity. | Runze Wang, Zehua Zhang, Yueqin Zhang, Zhongyuan Jiang, Shilin Sun, Chenwei Zhang |
| 2021 | AAAI | Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing. | Runze Wang, Zhen-Hua Ling, Jingbo Zhou, Yu Hu |
| 2021 | ICASSP | Graph Attention and Interaction Network With Multi-Task Learning for Fact Verification. | Rui Yang, Runze Wang, Zhen-Hua Ling |
| 2021 | ICIP | Disentangled Representation Learning For Deep MR To CT Synthesis Using Unpaired Data. | Runze Wang, Guoyan Zheng |
| 2021 | MICCAI | Unsupervised Cross-modality Cardiac Image Segmentation via Disentangled Representation Learning and Consistency Regularization. | Runze Wang, Guoyan Zheng |
| 2020 | EMNLP | Joint Intent Detection and Entity Linking on Spatial Domain Queries. | Lei Zhang, Runze Wang, Jingbo Zhou, Jingsong Yu, Zhenhua Ling, Hui Xiong |
| 2020 | ICASSP | Joint Contextual Modeling for ASR Correction and Language Understanding. | Yue Weng, Sai Sumanth Miryala, Chandra Khatri, Runze Wang, Huaixiu Zheng, Piero Molino, Mahdi Namazifar, Alexandros Papangelis, Hugh Williams, Franziska Bell, Gkhan Tr |
| 2019 | ICANN | Bi-ResNet: Fully Automated Classification of Unregistered Contralateral Mammograms. | Runze Wang, Yanan Guo, Wendao Wang, Yide Ma |