Wang, Shiqi

45 publications

AAAI 2025 AI-Generated Image Quality Assessment in Visual Communication Yu Tian, Yixuan Li, Baoliang Chen, Hanwei Zhu, Shiqi Wang, Sam Kwong

ICCV 2025 An Information-Theoretic Regularizer for Lossy Neural Image Compression Yingwen Zhang, Meng Wang, Xihua Sheng, Peilin Chen, Junru Li, Li Zhang, Shiqi Wang

ICCV 2025 Joint Semantic and Rendering Enhancements in 3D Gaussian Modeling with Anisotropic Local Encoding Jingming He, Chongyi Li, Shiqi Wang, Sam Kwong

NeurIPS 2025 Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space Is All You Need Kecheng Chen, Pingping Zhang, Hui Liu, Jie Liu, Yibing Liu, Jiaxin Huang, Shiqi Wang, Hong Yan, Haoliang Li

ICCV 2025 MR-FIQA: Face Image Quality Assessment with Multi-Reference Representations from Synthetic Data Generation Fu-Zhao Ou, Chongyi Li, Shiqi Wang, Sam Kwong

CVPR 2025 Making Old Film Great Again: Degradation-Aware State Space Model for Old Film Restoration Yudong Mao, Hao Luo, Zhiwei Zhong, Peilin Chen, Zhijiang Zhang, Shiqi Wang

ICML 2025 PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification Hongwei Li, Yuheng Tang, Shiqi Wang, Wenbo Guo

CVPR 2025 Q-PART: Quasi-Periodic Adaptive Regression with Test-Time Training for Pediatric Left Ventricular Ejection Fraction Regression Jie Liu, Tiexin Qin, Hui Liu, Yilei Shi, Lichao Mou, Xiao Xiang Zhu, Shiqi Wang, Haoliang Li

NeurIPS 2025 Retrv-R1: A Reasoning-Driven MLLM Framework for Universal and Efficient Multimodal Retrieval Lanyun Zhu, Deyi Ji, Tianrun Chen, Haiyang Wu, Shiqi Wang

AAAI 2025 Speed Master: Quick or Slow Play to Attack Speaker Recognition Zhe Ye, Wenjie Zhang, Ying Ren, Xiangui Kang, Diqun Yan, Bin Ma, Shiqi Wang

ICLR 2025 Test-Time Adaptation for Image Compression with Distribution Regularization Kecheng Chen, Pingping Zhang, Tiexin Qin, Shiqi Wang, Hong Yan, Haoliang Li

CVPRW 2025 Thermal Image Super-Resolution Challenge Results - PBVS 2025 Rafael E. Rivadeneira, Ángel D. Sappa, Riad I. Hammoud, Jiyong Rao, Hang Zhong, Yu Wang, Shengjie Zhao, Zhiwei Zhong, Yung-Hui Li, Shiqi Wang, Qiangqiang Shen, Hanzhang Wang, Xuanqi Zhang

AAAI 2025 Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision Kangsheng Yin, Quan Liu, Xuelin Shen, Yulin He, Wenhan Yang, Shiqi Wang

NeurIPS 2024 Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare Hanwei Zhu, Haoning Wu, Yixuan Li, Zicheng Zhang, Baoliang Chen, Lingyu Zhu, Yuming Fang, Guangtao Zhai, Weisi Lin, Shiqi Wang

CVPR 2024 CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration Fu-Zhao Ou, Chongyi Li, Shiqi Wang, Sam Kwong

NeurIPS 2024 DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor Juncheng Wu, Zhangkai Ni, Hanli Wang, Wenhan Yang, Yuyin Zhou, Shiqi Wang

ICLRW 2024 Gradient-Congruity Guided Federated Sparse Training Chris XING Tian, Yibing Liu, Haoliang Li, Ray C.C. Cheung, Shiqi Wang

NeurIPSW 2024 Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning Yifeng Ding, Hantian Ding, Shiqi Wang, Qing Sun, Varun Kumar, Zijian Wang

NeurIPS 2024 LeDex: Training LLMs to Better Self-Debug and Explain Code Nan Jiang, Xiaopeng Li, Shiqi Wang, Qiang Zhou, Soneya Binta Hossain, Baishakhi Ray, Varun Kumar, Xiaofei Ma, Anoop Deoras

AAAI 2024 Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization Shiqi Wang, Yeqin Zhang, Cam-Tu Nguyen

ICLR 2024 Neuron Activation Coverage: Rethinking Out-of-Distribution Detection and Generalization Yibing Liu, Chris XING Tian, Haoliang Li, Lei Ma, Shiqi Wang

CVPR 2024 PKU-DyMVHumans: A Multi-View Video Benchmark for High-Fidelity Dynamic Human Modeling Xiaoyun Zheng, Liwei Liao, Xufeng Li, Jianbo Jiao, Rongjie Wang, Feng Gao, Shiqi Wang, Ronggang Wang

IJCAI 2024 ScreenAgent: A Vision Language Model-Driven Computer Control Agent Runliang Niu, Jindong Li, Shiqi Wang, Yali Fu, Xiyu Hu, Xueyuan Leng, He Kong, Yi Chang, Qi Wang

CVPRW 2024 Thermal Image Super-Resolution Challenge Results - PBVS 2024 Rafael E. Rivadeneira, Angel Domingo Sappa, Chenyang Wang, Junjun Jiang, Zhiwei Zhong, Peilin Chen, Shiqi Wang

ECCV 2024 Towards Open-Ended Visual Quality Comparison Haoning Wu, Hanwei Zhu, Zicheng Zhang, Erli Zhang, Chaofeng Chen, Liang Liao, Chunyi Li, Annan Wang, Wenxiu Sun, Qiong Yan, Xiaohong Liu, Guangtao Zhai, Shiqi Wang, Weisi Lin

ECCV 2024 Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video Enhancement Lingyu Zhu, Wenhan Yang, Baoliang Chen, Hanwei Zhu, Zhangkai Ni, Qi Mao, Shiqi Wang

ICML 2023 Are Diffusion Models Vulnerable to Membership Inference Attacks? Jinhao Duan, Fei Kong, Shiqi Wang, Xiaoshuang Shi, Kaidi Xu

ICLR 2023 Multi-Lingual Evaluation of Code Generation Models Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang

CVPR 2023 Optimization-Inspired Cross-Attention Transformer for Compressive Sensing Jiechong Song, Chong Mou, Shiqi Wang, Siwei Ma, Jian Zhang

CVPR 2023 ScanDMM: A Deep Markov Model of Scanpath Prediction for 360deg Images Xiangjie Sui, Yuming Fang, Hanwei Zhu, Shiqi Wang, Zhou Wang

ICCV 2023 Troubleshooting Ethnic Quality Bias with Curriculum Domain Adaptation for Face Image Quality Assessment Fu-Zhao Ou, Baoliang Chen, Chongyi Li, Shiqi Wang, Sam Kwong

ICML 2022 A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks Huan Zhang, Shiqi Wang, Kaidi Xu, Yihan Wang, Suman Jana, Cho-Jui Hsieh, Zico Kolter

CVPRW 2022 A Soft-Ranked Index Fusion Framework with Saliency Weighting for Image Quality Assessment Liangwei Yu, Zhao Wang, Yan Ye, Lingyu Zhu, Shiqi Wang

NeurIPS 2022 General Cutting Planes for Bound-Propagation-Based Neural Network Verification Huan Zhang, Shiqi Wang, Kaidi Xu, Linyi Li, Bo Li, Suman Jana, Cho-Jui Hsieh, J. Zico Kolter

ICML 2022 Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder Tiexin Qin, Shiqi Wang, Haoliang Li

ICML 2022 Rethinking Attention-Model Explainability Through Faithfulness Violation Test Yibing Liu, Haoliang Li, Yangyang Guo, Chenqi Kong, Jing Li, Shiqi Wang

AAAI 2021 Adaptive Verifiable Training Using Pairwise Class Similarity Shiqi Wang, Kevin Eykholt, Taesung Lee, Jiyong Jang, Ian M. Molloy

NeurIPS 2021 Beta-CROWN: Efficient Bound Propagation with Per-Neuron Split Constraints for Neural Network Robustness Verification Shiqi Wang, Huan Zhang, Kaidi Xu, Xue Lin, Suman Jana, Cho-Jui Hsieh, J. Zico Kolter

ICMLW 2021 Beta-CROWN: Efficient Bound Propagation with Per-Neuron Split Constraints for Neural Network Robustness Verification Shiqi Wang, Huan Zhang, Kaidi Xu, Xue Lin, Suman Jana, Cho-Jui Hsieh, J Zico Kolter

ICLR 2021 Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers Kaidi Xu, Huan Zhang, Shiqi Wang, Yihan Wang, Suman Jana, Xue Lin, Cho-Jui Hsieh

NeurIPS 2020 ARMA Nets: Expanding Receptive Field for Dense Prediction Jiahao Su, Shiqi Wang, Furong Huang

NeurIPS 2020 Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization Haoliang Li, Yufei Wang, Renjie Wan, Shiqi Wang, Tie-Qiang Li, Alex Kot

NeurIPS 2020 HYDRA: Pruning Adversarially Robust Neural Networks Vikash Sehwag, Shiqi Wang, Prateek Mittal, Suman Jana

AAAI 2020 Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning Wenhan Yang, Shiqi Wang, Dejia Xu, Xiaodong Wang, Jiaying Liu

NeurIPS 2018 Efficient Formal Safety Analysis of Neural Networks Shiqi Wang, Kexin Pei, Justin Whitehouse, Junfeng Yang, Suman Jana