| 2026 | AAAI | Diffusion Distillation with Direct Preference Optimization for Efficient 3D LiDAR Scene Completion. | An Zhao, Shengyuan Zhang, Zejian Li, Ling Yang, Pei Chen, Jiale Wu, Haoran Xu, Anyang Wei, Perry Pengyun Gu, Lingyun Sun |
| 2026 | ACL | Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models. | Jinyang Wu, Mingkuan Feng, Shuai Zhang, Feihu Che, Zhengqi Wen, Chonghua Liao, Ling Yang, Haoran Luo, Zheng Lian, Jianhua Tao |
| 2026 | ACL | TemplateRL: Structured Template-Guided Reinforcement Learning for LLM Reasoning. | Jinyang Wu, Chonghua Liao, Mingkuan Feng, Shuai Zhang, Zhengqi Wen, Haoran Luo, Ling Yang, Huazhe Xu, Jianhua Tao |
| 2026 | ISCA | Revisiting Global Value Prediction: A Resurgent Complement to Local Predictors. | Ling Yang, Libo Huang, Zhong Zheng, Bingcai Sui, Sheng Ma, Yongwen Wang, Li Shen, Junhui Wang, Gang Chen, Qianming Yang, Songwen Pei, Weixia Xu |
| 2025 | AAAI | Towards Scalable and Deep Graph Neural Networks via Noise Masking. | Yuxuan Liang, Wentao Zhang, Zeang Sheng, Ling Yang, Quanqing Xu, Jiawei Jiang, Yunhai Tong, Bin Cui |
| 2025 | ACL | Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration. | Tianyi Bai, Ling Yang, Zhen Hao Wong, Fupeng Sun, Xinlin Zhuang, Jiahui Peng, Chi Zhang, Lijun Wu, Jiantao Qiu, Wentao Zhang, Binhang Yuan, Conghui He |
| 2025 | DATE | Late Breaking Results: AFS: Improving Accuracy of Quantized Mamba via Aggressive Forgetting Strategy. | Zhouquan Liu, Libo Huang, Ling Yang, Gang Chen, Wei Liu, Mingche Lai, Yongwen Wang |
| 2025 | EMNLP | Temporal Consistency for LLM Reasoning Process Error Identification. | Jiacheng Guo, Yue Wu, Jiahao Qiu, Kaixuan Huang, Xinzhe Juan, Ling Yang, Mengdi Wang |
| 2025 | EMNLP | EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety. | Jiahao Qiu, Yinghui He, Xinzhe Juan, Yimin Wang, Yuhan Liu, Zixin Yao, Yue Wu, Xun Jiang, Ling Yang, Mengdi Wang |
| 2025 | EMNLP | TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling. | Jiahao Qiu, Yifu Lu, Yifan Zeng, Jiacheng Guo, Jiayi Geng, Chenhao Zhu, Xinzhe Juan, Ling Yang, Huazheng Wang, Kaixuan Huang, Yue Wu, Mengdi Wang |
| 2025 | EuroPar | SONet: Towards Practical Online Neural Network for Enhancing Hard-to-Predict Branches. | Zhenxuan Xiong, Libo Huang, Ling Yang, Hui Guo, Junhui Wang, Zhong Zheng, Songwen Pei, Gang Chen, Yongwen Wang |
| 2025 | HPCC | X-SA: An Efficient Configurable Systolic Array Computing Architecture for GPGPU. | Yingsong Wang, Zhenzhen Jia, Ling Yang, Hongbing Tan, Junsheng Chang, Junbo Tie, Libo Huang |
| 2025 | ICCD | PolyPE: An Efficient Multi-Precision Multi-Mode Floating-Point Processing Element for HPC and AI. | Zhenzhen Jia, Hongbing Tan, Ling Yang, Hui Guo, Kun Zeng, Junsheng Chang, Yongwen Wang, Libo Huang |
| 2025 | ICCV | Preacher: Paper-to-Video Agentic System. | Jingwei Liu, Ling Yang, Hao Luo, Fan Wang, Hongyan Li, Mengdi Wang |
| 2025 | ICCV | Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion. | Shengyuan Zhang, An Zhao, Ling Yang, Zejian Li, Chenye Meng, Haoran Xu, Tianrun Chen, Anyang Wei, Perry Pengyun Gu, Lingyun Sun |
| 2025 | ICDE | Training-Free Heterogeneous Graph Condensation via Data Selection. | Yuxuan Liang, Wentao Zhang, Xinyi Gao, Ling Yang, Chong Chen, Hongzhi Yin, Yunhai Tong, Bin Cui |
| 2025 | ICLR | SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction. | Ling Yang, Zhaochen Yu, Tianjun Zhang, Minkai Xu, Joseph E. Gonzalez, Bin Cui, Shuicheng Yan |
| 2025 | ICLR | Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow. | Fu-Yun Wang, Ling Yang, Zhaoyang Huang, Mengdi Wang, Hongsheng Li |
| 2025 | ICLR | GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning. | Minghao Xu, Yunteng Geng, Yihang Zhang, Ling Yang, Jian Tang, Wentao Zhang |
| 2025 | ICLR | IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts. | Bohan Zeng, Shanglin Li, Yutang Feng, Ling Yang, Juan Zhang, Hong Li, Jiaming Liu, Conghui He, Wentao Zhang, Jianzhuang Liu, Baochang Zhang, Shuicheng Yan |
| 2025 | ICLR | IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation. | Xinchen Zhang, Ling Yang, Guohao Li, Yaqi Cai, Jiake Xie, Yong Tang, Yujiu Yang, Mengdi Wang, Bin Cui |
| 2025 | ICLR | Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation. | Shengyuan Zhang, Ling Yang, Zejian Li, An Zhao, Chenye Meng, Changyuan Yang, Guang Yang, Zhiyuan Yang, Lingyun Sun |
| 2024 | AAAI | Binding-Adaptive Diffusion Models for Structure-Based Drug Design. | Zhilin Huang, Ling Yang, Zaixi Zhang, Xiangxin Zhou, Yu Bao, Xiawu Zheng, Yuwei Yang, Yu Wang, Wenming Yang |
| 2024 | CVPR | Structure-Guided Adversarial Training of Diffusion Models. | Ling Yang, Haotian Qian, Zhilong Zhang, Jingwei Liu, Bin Cui |
| 2024 | ICASSP | Exploring Consistent Spatio-Temporal Distortion and Stable 3-D DCT Coefficients for Robust Blind Video Watermarking. | Fei Zhang, Hongxia Wang, Mingze He, Ling Yang |
| 2024 | ICASSP | Adaptive Video Watermarking with Perceptual Guarantee and Efficiency Optimization. | Fei Zhang, Hongxia Wang, Mingze He, Ling Yang, Jinhe Li |
| 2024 | ICDE | HGAMLP: Heterogeneous Graph Attention MLP with De-Redundancy Mechanism. | Yuxuan Liang, Wentao Zhang, Zeang Sheng, Ling Yang, Jiawei Jiang, Yunhai Tong, Bin Cui |
| 2024 | ICDE | Multi- View Teacher with Curriculum Data Fusion for Robust Unsupervised Domain Adaptation. | Yuhao Tang, Junyu Luo, Ling Yang, Xiao Luo, Wentao Zhang, Bin Cui |
| 2024 | ICDE | BIM: Improving Graph Neural Networks with Balanced Influence Maximization. | Wentao Zhang, Xinyi Gao, Ling Yang, Meng Cao, Ping Huang, Jiulong Shan, Hongzhi Yin, Bin Cui |
| 2024 | ICLR | VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs. | Ling Yang, Ye Tian, Minkai Xu, Zhongyi Liu, Shenda Hong, Wei Qu, Wentao Zhang, Bin Cui, Muhan Zhang, Jure Leskovec |
| 2024 | ICLR | Cross-Modal Contextualized Diffusion Models for Text-Guided Visual Generation and Editing. | Ling Yang, Zhilong Zhang, Zhaochen Yu, Jingwei Liu, Minkai Xu, Stefano Ermon, Bin Cui |
| 2024 | ICLR | Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models. | Zhilin Huang, Ling Yang, Xiangxin Zhou, Zhilong Zhang, Wentao Zhang, Xiawu Zheng, Jie Chen, Yu Wang, Bin Cui, Wenming Yang |
| 2024 | ICML | Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs. | Ling Yang, Zhaochen Yu, Chenlin Meng, Minkai Xu, Stefano Ermon, Bin Cui |
| 2024 | ICML | Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation. | Zhilin Huang, Ling Yang, Xiangxin Zhou, Chujun Qin, Yijie Yu, Xiawu Zheng, Zikun Zhou, Wentao Zhang, Yu Wang, Wenming Yang |
| 2024 | SIGMOD | NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention. | Wentao Zhang, Guochen Yan, Yu Shen, Ling Yang, Yangyu Tao, Bin Cui, Jian Tang |
| 2023 | ICNC | A Hybrid Method for Array Antenna Pattern Synthesis Based on Genetic Algorithm and Adjacent Array Elements Constraints. | Huadie Zeng, Santuan Qin, Ling Yang |
| 2022 | HPCC | RTA: an Efficient SIMD Architecture for Ray Tracing. | Run Yan, Libo Huang, Hui Guo, Yashuai L, Ling Yang, Nong Xiao, Li Shen, Yongwen Wang |
| 2022 | ICA3PP | Efficient Multiple-Precision and Mixed-Precision Floating-Point Fused Multiply-Accumulate Unit for HPC and AI Applications. | Hongbing Tan, Run Yan, Ling Yang, Libo Huang, Liquan Xiao, Qianming Yang |
| 2022 | ICML | Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning. | Ling Yang, Shenda Hong |
| 2022 | ICML | Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion. | Ling Yang, Shenda Hong |
| 2022 | MMSP | DST-based Video Watermarking Robust to Lossy Channel Compression. | Jinhe Li, Hongxia Wang, Ling Yang, Dekai Liu |
| 2022 | MMSP | Robust Video Watermarking Based on Residual Synchronization in the DCT Domain. | Ling Yang, Hongxia Wang, Fei Zhang, Dekai Liu |
| 2022 | NPC | Optimizing Winograd Convolution on GPUs via Partial Kernel Fusion. | Gan Tong, Run Yan, Ling Yang, Mengqiao Lan, Jing Zhang, Yuanhu Cheng, Wentao Ma, Yashuai L, Sheng Ma, Libo Huang |
| 2021 | IWDW | A Robust DCT-Based Video Watermarking Scheme Against Recompression and Synchronization Attacks. | Ling Yang, Hongxia Wang, Yulin Zhang, Jinhe Li, Peisong He, Sijiang Meng |
| 2021 | SIGCOMM | CAMES: enabling centralized automotive embedded systems with time-sensitive network. | Xiangrui Yang, Chenglong Li, Ling Yang, Chuhao Han, Tao Li, Zhigang Sun |
| 2020 | CVPR | DPGN: Distribution Propagation Graph Network for Few-Shot Learning. | Ling Yang, Liangliang Li, Zilun Zhang, Xinyu Zhou, Erjin Zhou, Yu Liu |
| 2019 | ICDCS | Smoother: A Smooth Renewable Power-Aware Middleware. | Xinxin Liu, Yu Hua, Xue Liu, Ling Yang, Yuanyuan Sun |
| 2019 | IPIN | A probabilistic fingerprinting method for indoor localization based on RBF network. | Yangkang Yu, Ling Yang |
| 2018 | IECON | UPQC-Based High Precision Impedance Measurement Device and its Switching Control Method. | Zhiwei Xie, Yandong Chen, Wenhua Wu, An Luo, Leming Zhou, Xiaoping Zhou, Ling Yang, Wenjuan Tan, Yi Wang |
| 2018 | SAC | Generating minimal test set satisfying MC/DC criterion via SAT based approach. | Ling Yang, Jun Yan, Jian Zhang |
| 2017 | ICMLC | A fast hand motion detection based on FIFO. | Yuh-Rau Wang, Wei-Hung Lin, Ling Yang |
| 2017 | ICMLC | A novel dynamic crowding distance based diversity maintenance strategy for MOEAs. | Ling Yang, Yuyang Guan, Weiguo Sheng |
| 2017 | IECON | DC impedance modeling, stability analysis and active stabilization of the VSC-HVDC system. | Wenhua Wu, An Luo, Yandong Chen, Yanting Dong, Leming Zhou, Xiaoping Zhou, Ling Yang, Zhixing He, Qianming Xu, Xucheng Huang |
| 2017 | IECON | A fast robust PWM method for photovoltaic grid-connected inverter. | Ling Yang, An Luo, Yandong Chen, Kunshan Huai, Leming Zhou, Xiaoping Zhou, Wenhua Wu, Wenjuan Tan, Zhiwei Xie |
| 2017 | IECON | A microgrid cluster structure and its autonomous coordination control strategy. | Xiaoping Zhou, An Luo, Yandong Chen, Leming Zhou, Wenhua Wu, Ling Yang, Haoqi Yu, Zhiwei Xie, Wenjuan Tan, Jinsong Jiang |
| 2017 | IECON | Two frequency-bandwidths real-time sensitive inverter-current-feedback control for LCL-type DG systems connected to weak grid. | Leming Zhou, An Luo, Yandong Chen, Xiaoping Zhou, Ling Yang, Wenhua Wu, Zhixing He, Zhiwei Xie, Aoyang Liu |
| 2016 | ICMLC | Swarm manifold PSO for solving two-dimensional guillotine cutting problem. | Yuh-Rau Wang, Ji-Horng Liaw, Hsieh-Liang Lin, Ling Yang |
| 2016 | SecureComm | A Secure and Fast Dispersal Storage Scheme Based on the Learning with Errors Problem. | Ling Yang, Fuyang Fang, Xianhui Lu, Wen Tao Zhu, Qiongxiao Wang, Shen Yan, Shiran Pan |
| 2015 | ICMLC | Fast hand detection and gesture recognition. | Yuh-Rau Wang, Jia-Liang Syu, Hsin-Ting Li, Ling Yang |
| 2014 | CloudCom | A Novel Substitution Judgment Method for Mobile Cloud Computing Application System Components. | Peng Wang, Ling Yang, Guo Wen Li, Xin Gao |
| 2014 | ICMLC | An improved hand detection by employing corner detector. | Yuh-Rau Wang, Wei-Hung Lin, Ling Yang |
| 2013 | ICMLC | A lossless watermarking using visual cryptography authentication. | Yuh-Rau Wang, Wei-Hung Lin, Ling Yang |
| 2013 | ICMLC | Design the control scheme with learning and forgetting effects consideration. | Ling Yang |
| 2012 | ICMLC | A novel DSP based real time license plate detection algorithm. | Yuh-Rau Wang, Wei-Hung Lin, Ling Yang |
| 2012 | ICMLC | Design the fraction of nonconforming control chart with learning curve consideration. | Ling Yang |
| 2011 | ICMLC | Mutual authentication protocol based on hash function of RFID systems. | Leian Liu, Xiao-Zheng Lai, Dashun Yan, Zhiqiang Chen, Ling Yang |
| 2011 | ICMLC | A blind PSO watermarking using wavelet trees quantization. | Yuh-Rau Wang, Wei-Hung Lin, Ling Yang |
| 2010 | ICMLC | An intelligent PSO watermarking. | Yuh-Rau Wang, Wei-Hung Lin, Ling Yang |
| 2009 | ICNC | Optimized White Matter Fiber Reconstruction with B-Spline Curve and Evolutionary Computation. | Xi Wu, Wuzhong Bi, Jingyu Zhu, Ling Yang, Mingyuan Xie |
| 2009 | PCS | A ROI quality adjustable rate control scheme for low bitrate video coding. | Ling Yang, Li Zhang, Siwei Ma, Debin Zhao |
| 2008 | ICNC | Genetic Algorithm with an Application to Complex Portfolio Selection. | Wei Chen, Ling Yang, Wei-jun Xu, Yongming Cai |
| 2008 | ISKE | Image mosaic algorithm based on similar curve. | Ling Yang, Yun Cheng, Zhou Yue, Taoyun Zhou |
| 2007 | SMC | Quality control scheme with learning effect consideration. | Ling Yang, Yuh-Rau Wang |
| 2007 | SNPD | Improved Particle Swarm Optimization for Realistic Portfolio Selection. | Fasheng Xu, Wei Chen, Ling Yang |
| 2005 | SMC | Integrating EPC and SPC for MIMO system. | Ling Yang, Shey-Huei Sheu |