| 2026 | ACL | Interleaved Latent Visual Reasoning with Selective Perceptual Modeling. | Shuai Dong, Siyuan Wang, Xingyu Liu, Chenglin Li, Haowen Hou, Zhongyu Wei |
| 2026 | ACL | VideoPro: Adaptive Program Reasoning for Long Video Understanding. | Chenglin Li, Feng Han, Yikun Wang, Ruilin Li, Shuai Dong, Haowen Hou, Haitao Li, Qianglong Chen, Feng Tao, Jingqi Tong, Yin Zhang, Jiaqi Wang |
| 2026 | ACL | ReStyle-TTS: Relative and Continuous Style Control for Zero-Shot Speech Synthesis. | Haitao Li, Chunxiang Jin, Chenglin Li, Wenhao Guan, Zhengxing Huang, Xie Chen |
| 2026 | CHI | RAVEN: Realtime Accessibility in Virtual ENvironments for Blind and Low-Vision People. | Xinyun Cao, Kexin Phyllis Ju, Chenglin Li, Venkatesh Potluri, Dhruv Jain |
| 2026 | DCC | Error-Resilient Learned Video Compression with Channel Importance-Aware Redundancy Allocation. | Hao Dong, Nuowen Kan, Wenrui Dai, Shaohui Li, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2026 | DCC | Pushing Bit-Width Limits in LLM Quantization with Saliency-Guided Mix-Precision Allocation and Learnable Affine Transformation. | Shuoyu Ma, Wenrui Dai, Maida Cao, Shaohui Li, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | AAAI | Tilted Quantile Gradient Updates for Quantile-Constrained Reinforcement Learning. | Chenglin Li, Guangchun Ruan, Hua Geng |
| 2025 | ASSETS | Demo of RAVEN: Realtime Accessibility in Virtual ENvironments for Blind and Low-Vision People. | Xinyun Cao, Kexin Phyllis Ju, Chenglin Li, Venkatesh Potluri, Dhruv Jain |
| 2025 | CHI | SceneGenA11y: How can Runtime Generative tools improve the Accessibility of a Virtual 3D Scene? | Xinyun Cao, Kexin Phyllis Ju, Chenglin Li, Dhruv Jain |
| 2025 | CVPR | HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation. | Hongwei Zheng, Han Li, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | CVPR | Stabilizing and Accelerating Autofocus with Expert Trajectory Regularized Deep Reinforcement Learning. | Shouhang Zhu, Chenglin Li, Yuankun Jiang, Li Wei, Nuowen Kan, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2025 | ECAI | GLEAM: Parameter-Efficient Transfer Learning via Global Share Local Transform Mixture-of-Experts. | Jiarui Zhang, Yue Xin, Yaoming Wang, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | ICASSP | Point Cloud Resampling With Learnable Heat Diffusion. | Wenqiang Xu, Wenrui Dai, Duoduo Xue, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | ICCV | METEOR: Multi-Encoder Collaborative Token Pruning for Efficient Vision Language Models. | Yuchen Liu, Yaoming Wang, Bowen Shi, Xiaopeng Zhang, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian |
| 2025 | ICLR | On Disentangled Training for Nonlinear Transform in Learned Image Compression. | Han Li, Shaohui Li, Wenrui Dai, Maida Cao, Nuowen Kan, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | ICML | LBI-FL: Low-Bit Integerized Federated Learning with Temporally Dynamic Bit-Width Allocation. | Li Ding, Hao Zhang, Wenrui Dai, Chenglin Li, Weijia Lu, Zhifei Yang, Xiaodong Zhang, Xiaofeng Ma, Junni Zou, Hongkai Xiong |
| 2025 | ICML | FedSMU: Communication-Efficient and Generalization-Enhanced Federated Learning through Symbolic Model Updates. | Xinyi Lu, Hao Zhang, Chenglin Li, Weijia Lu, Zhifei Yang, Wenrui Dai, Xiaodong Zhang, Xiaofeng Ma, Can Zhang, Junni Zou, Hongkai Xiong |
| 2025 | ICML | Noise Conditional Variational Score Distillation. | Xinyu Peng, Ziyang Zheng, Yaoming Wang, Han Li, Nuowen Kan, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | ICRA | ARS-SLAM: Accurate Robust Spinning LiDAR SLAM for a Quadruped Robot in Large-Scale Scenario. | Jiehao Li, Chenglin Li, Hongkai Chen, Haijun Guo, Xiwen Luo, C. L. Philip Chen, Chenguang Yang |
| 2025 | QRS | Refactoring Revisited: An Expanded Study on Refactoring Practices. | Yangyang Zhao, Xinyang Li, Jiaming Guo, Chenglin Li, Liming Nie |
| 2025 | VCIP | Learning to Optimize Low-Latency Live Streaming from Expertise: An Offline Meta-Reinforcement Learning Approach. | Yuhui Du, Nuowen Kan, Chenglin Li, Junni Zou, Ziyang Zheng, Shaohui Li, Wenrui Dai, Qingli Li, Hongkai Xiong |
| 2025 | VCIP | Efficient Conditional Entropy Coding for Learned Progressive Image and Video Compression. | Haolin Luan, Shuoyu Ma, Shaohui Li, Wenrui Dai, Nuowen Kan, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | VCIP | Parameter-Efficient Cross-Layer Feature Fusion via Chebyshev Polynomial Unit. | Yue Xin, Jiarui Zhang, Ziyang Zheng, Yaoming Wang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | DCC | Entropy Relaxed Lattice Vector Quantization for Learned Image Compression. | Maida Cao, Wenrui Dai, Shaohui Li, Han Li, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | DCC | Initialization Seeds Facilitating Neural Network Quantization. | Wen Fei, Li Ding, Yu Pan, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | ECAI | Adversarially Robust Neural Lyapunov Control. | Li Wei, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2024 | ECCV | Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation. | Han Li, Shaohui Li, Shuangrui Ding, Wenrui Dai, Maida Cao, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | ECCV | Towards Unified Representation of Invariant-Specific Features in Missing Modality Face Anti-spoofing. | Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | EMNLP | Teaching Small Language Models Reasoning through Counterfactual Distillation. | Tao Feng, Yicheng Li, Chenglin Li, Hao Chen, Fei Yu, Yin Zhang |
| 2024 | EMNLP | Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search. | Chenglin Li, Qianglong Chen, Zhi Li, Feng Tao, Yicheng Li, Hao Chen, Fei Yu, Yin Zhang |
| 2024 | EMNLP | Mixed Distillation Helps Smaller Language Models Reason Better. | Chenglin Li, Qianglong Chen, Liangyue Li, Caiyu Wang, Feng Tao, Yicheng Li, Zulong Chen, Yin Zhang |
| 2024 | ICARCV | Reconstruction of Human Physiological Signal in Partition Wall Based on UWB Signal Time-Frequency Graph. | Chenglin Li, Xingcan Chen, Fenghu Jin, Yi Zou, Qingyun Chi, Wendong Xiao |
| 2024 | ICCAD | UFO-MAC: A Unified Framework for Optimization of High-Performance Multipliers and Multiply-Accumulators. | Dongsheng Zuo, Jiadong Zhu, Chenglin Li, Yuzhe Ma |
| 2024 | ICLR | Frequency-Aware Transformer for Learned Image Compression. | Han Li, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | ICLR | BarLeRIa: An Efficient Tuning Framework for Referring Image Segmentation. | Yaoming Wang, Jin Li, Xiaopeng Zhang, Bowen Shi, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian |
| 2024 | ICML | AMPA: Adaptive Mixed Precision Allocation for Low-Bit Integer Training. | Li Ding, Wen Fei, Yuyang Huang, Shuangrui Ding, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | ICML | Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance. | Xinyu Peng, Ziyang Zheng, Wenrui Dai, Nuoqian Xiao, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | ICML | Bootstrap AutoEncoders With Contrastive Paradigm for Self-supervised Gaze Estimation. | Yaoming Wang, Jin Li, Wenrui Dai, Bowen Shi, Xiaopeng Zhang, Chenglin Li, Hongkai Xiong |
| 2024 | VCIP | Deep Reinforcement Learning-Based Camera Autofocus with Gaussian Process Regression. | Li Wei, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2023 | AAAI | Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation. | Han Li, Bowen Shi, Wenrui Dai, Hongwei Zheng, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2023 | CVPR | Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization. | Yuchen Liu, Yaoming Wang, Yabo Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2023 | CVPR | Adapting Shortcut with Normalizing Flow: An Efficient Tuning Framework for Visual Recognition. | Yaoming Wang, Bowen Shi, Xiaopeng Zhang, Jin Li, Yuchen Liu, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian |
| 2023 | DCC | Fully Integerized End-to-End Learned Image Compression. | Yimian Fang, Wen Fei, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2023 | DCC | Mixed-precision Deep Neural Network Quantization With Multiple Compression Rates. | Xuanda Wang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2023 | ESEM | Investigating the Impact of Bug Dependencies on Bug-Fixing Time Prediction. | Chenglin Li, Yangyang Zhao, Yibiao Yang, Yuming Zhou, Liming Nie, Zuohua Ding |
| 2023 | ICASSP | Learning Causal Representations for Generalizable Face Anti Spoofing. | Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2023 | ICIP | Point Cloud Upsampling with Dynamic Graph Scattering Transform. | Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2023 | ICLR | Progressively Compressed Auto-Encoder for Self-supervised Representation Learning. | Jin Li, Yaoming Wang, Xiaopeng Zhang, Yabo Chen, Dongsheng Jiang, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian |
| 2023 | ICML | FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization. | Hao Zhang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2023 | ISCAS | Rotation-Invariant Point Cloud Segmentation With Kernel Principal Component Analysis and Geometry-Based Weighted Convolution. | Yuqi Li, Qin Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2023 | KDD | AdSEE: Investigating the Impact of Image Style Editing on Advertisement Attractiveness. | Liyao Jiang, Chenglin Li, Haolan Chen, Xiaodong Gao, Xinwang Zhong, Yang Qiu, Shani Ye, Di Niu |
| 2023 | PAKDD | Online Volume Optimization for Notifications via Long Short-Term Value Modeling. | Yuchen Zhang, Mingjun Zhao, Chenglin Li, Weiyu Tou, Haolan Chen, Di Niu, Cunxiang Yin, Yancheng He, Fei Guo |
| 2023 | WSDM | One for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation. | Chenglin Li, Yuanzhen Xie, Chenyun Yu, Bo Hu, Zang Li, Guoqiang Shu, Xiaohu Qie, Di Niu |
| 2022 | APCC | High-Resolution with Global Context Network for Human Pose Estimation. | Kehao Wang, Chenglin Li, Ruiqi Ren |
| 2022 | BMVC | Adaptive Task Sampling and Variance Reduction for Gradient-Based Meta-Learning. | Zhuoqun Liu, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2022 | CVPR | Contrastive Regression for Domain Adaptation on Gaze Estimation. | Yaoming Wang, Yangzhou Jiang, Jin Li, Bingbing Ni, Wenrui Dai, Chenglin Li, Hongkai Xiong, Teng Li |
| 2022 | DCC | Entropy Modeling via Gaussian Process Regression for Learned Image Compression. | Maida Cao, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Ying Chen, Hongkai Xiong |
| 2022 | DCC | Video Compression via Inter-frame Chroma Prediction. | Rulin Huang, Shaohui Li, Wenrui Dai, Jixiang Luo, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | DCC | Efficient Decoder for Learned Image Compression via Structured Pruning. | Liewen Liao, Shaohui Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | DCC | Graph Dictionary Learning for 3-D Point Cloud Compression. | Xin Li, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | EMNLP | MatRank: Text Re-ranking by Latent Preference Matrix. | Jinwen Luo, Jiuding Yang, Weidong Guo, Chenglin Li, Di Niu, Yu Xu |
| 2022 | ICIP | Rotation-Equivariant Graph Convolutional Networks For Spherical Data Via Global-Local Attention. | Jiayi Xu, Qin Yang, Chenglin Li, Junni Zou, Hongkai Xiong, Xinlong Pan, Haipeng Wang |
| 2022 | ISCAS | Mixed-Precision Quantization of U-Net for Medical Image Segmentation. | Liming Guo, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | ISCAS | Improving Optical Flow Inference for Video Colorization. | Rulin Huang, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | ISCAS | Efficient Search for Efficient Architecture. | Liewen Liao, Yaoming Wang, Hao Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | PCS | Tensor Network-Based Entropy Coding For Learned Image Compression. | Xiaoxuan Fan, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | PCS | Optimal Tile-Based Encoding for 360-Degree Video Streaming. | Wenxuan Gao, Chenglin Li, Haoran Lv, Wenrui Dai, Junni Zou, Hongkai Xiong, Xinlong Pan, Haipeng Wang |
| 2022 | QRS | An Empirical Study of the Bug Link Rate. | Chenglin Li, Yangyang Zhao, Yibiao Yang |
| 2022 | WSDM | RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation. | Chenglin Li, Mingjun Zhao, Huanming Zhang, Chenyun Yu, Lei Cheng, Guoqiang Shu, Beibei Kong, Di Niu |
| 2021 | BMVC | Hierarchical Graph Networks for 3D Human Pose Estimation. | Han Li, Bowen Shi, Wenrui Dai, Yabo Chen, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2021 | DCC | Lossless Compression for Video Streams with Frequency Prediction and Macro Block Merging. | Jixiang Luo, Shaohui Li, Wenrui Dai, De Cheng, Gang Li, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2021 | DCC | Compressive Sensing via Unfolded 𝓁 | Jiaqi Sun, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2021 | GLOBECOM | Optimization-based Block Coordinate Gradient Coding. | Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2021 | ICASSP | QoE-Driven and Tile-Based Adaptive Streaming for Point Clouds. | Lisha Wang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2021 | ICCV | Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization. | Yaoming Wang, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2021 | ICIP | Learned Image Compression with Channel-Wise Grouped Context Modeling. | Liang Yuan, Jixiang Luo, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2021 | ICML | Monotonic Robust Policy Optimization with Model Discrepancy. | Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2021 | ICTAI | Multi-task Scale Adaptive Ladder Network for Crowd Counting. | Kehao Wang, Ruiqi Ren, Chenglin Li |
| 2021 | NOSSDAV | Uncertainty-aware robust adaptive video streaming with bayesian neural network and model predictive control. | Nuowen Kan, Chenglin Li, Caiyi Yang, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2021 | WWW | Meta-HAR: Federated Representation Learning for Human Activity Recognition. | Chenglin Li, Di Niu, Bei Jiang, Xiao Zuo, Jianming Yang |
| 2021 | VCIP | Mixed-precision Quantization with Dynamical Hessian Matrix for Object Detection Network. | Zerui Yang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2020 | CVPR | Rotation Equivariant Graph Convolutional Network for Spherical Image Classification. | Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Guo-Jun Qi, Hongkai Xiong |
| 2020 | ICIP | Tiny-Hourglassnet: An Efficient Design For 3d Human Pose Estimation. | Bowen Shi, Yuhui Xu, Wenrui Dai, Botao Wang, Shuai Zhang, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2020 | IJCAI | SI-VDNAS: Semi-Implicit Variational Dropout for Hierarchical One-shot Neural Architecture Search. | Yaoming Wang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2020 | ISCAS | FedExg: Federated Learning with Model Exchange. | Zhicheng Mao, Wenrui Dai, Chenglin Li, Yuhui Xu, Shanghong Wang, Junni Zou, Hongkai Xiong |
| 2020 | VCIP | Spatial-Channel Context-Based Entropy Modeling for End-to-end Optimized Image Compression. | Chongxin Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2019 | GLOBECOM | Deep Neural Network-Based Algorithm Approximation via Multivariate Polynomial Regression. | Chunmiao Liu, Bowen Shi, Chenglin Li, Junni Zou, Yingqi Chen, Hongkai Xiong |
| 2019 | ICASSP | Deep Reinforcement Learning-based Rate Adaptation for Adaptive 360-Degree Video Streaming. | Nuowen Kan, Junni Zou, Kexin Tang, Chenglin Li, Ning Liu, Hongkai Xiong |
| 2019 | ICIP | A Server-Side Optimized Hybrid Multicast-Unicast Strategy for Multi-User Adaptive 360-Degree Video Streaming. | Nuowen Kan, Chengming Liu, Junni Zou, Chenglin Li, Hongkai Xiong |
| 2019 | ISCAS | Single and Sequential Viewports Prediction for 360-Degree Video Streaming. | Qin Yang, Junni Zou, Kexin Tang, Chenglin Li, Hongkai Xiong |
| 2019 | VCIP | Transcoding-Enabled Edge Caching and Delivery for Tile-Based Adaptive 360-Degree Video Streaming. | Qiaoyu Lu, Chenglin Li, Junni Zou, Kexin Tang, Qi Wang, Hongkai Xiong |
| 2017 | MMSP | Reinforcement learning-based opportunistic routing for live video streaming over multi-hop wireless networks. | Kexin Tang, Chenglin Li, Hongkai Xiong, Junni Zou, Pascal Frossard |
| 2016 | NOSSDAV | Distributed wireless video caching placement for dynamic adaptive streaming. | Chenglin Li, Pascal Frossard, Hongkai Xiong, Junni Zou |
| 2016 | VCIP | Complexity constrained representation selection for dynamic adaptive streaming. | Chenglin Li, Laura Toni, Pascal Frossard, Hongkai Xiong, Junni Zou |
| 2014 | ICIP | Delay-rate-distortion optimized rate control for wireless video communication. | Chenglin Li, Hongkai Xiong, Dapeng Oliver Wu |
| 2014 | INFOCOM | Dynamic rate allocation and opportunistic routing for scalable video multirate multicast over time-varying wireless networks. | Chenglin Li, Hongkai Xiong, Junni Zou, Dapeng Oliver Wu |
| 2009 | GLOBECOM | Joint Coding/Routing Optimization for Correlated Sources in Wireless Visual Sensor Networks. | Chenglin Li, Junni Zou, Hongkai Xiong, Yongsheng Zhang |