| 2026 | AAAI | Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM's Theory of Mind in Egocentric Videos. | Guiyang Hou, Yihui Fu, Chen Wu, Xiang Huang, Zhe Zheng, Wenqi Zhang, Yongliang Shen, Weiming Lu |
| 2026 | ACL | Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity. | Feiteng Fang, Dingwei Chen, Xiang Huang, Ting-En Lin, Yuchuan Wu, Xiong Liu, Jing Ye, Ziqiang Liu, Haonan Zhang, Liang Zhu, Hamid Alinejad-Rokny, Min Yang, Yongbin Li |
| 2026 | ACL | ToM-Synth: Scaling Robust Theory of Mind in LLMs via 6, 912 Structured Social Units. | Guiyang Hou, Xiang Huang, Shangke Lyu, Yuchuan Wu, Weiyao Luo, Xinyu Mei, Yongliang Shen, Weiming Lu, Yongbin Li |
| 2026 | MFCS | Multi-Head Finite-State Dimension. | Xiang Huang, Xiaoyuan Li, Jack H. Lutz, Neil Lutz |
| 2025 | AAAI | Structural Entropy Guided Probabilistic Coding. | Xiang Huang, Hao Peng, Li Sun, Hui Lin, Chunyang Liu, Jiang Cao, Philip S. Yu |
| 2025 | AAAI | CLIP-RestoreX: Restore Image Structure and Perception in Exposure Correction. | Xiang Huang, Qing Zhang, Jian-Fang Hu, Wei-Shi Zheng |
| 2025 | ACL | Reverse Preference Optimization for Complex Instruction Following. | Xiang Huang, Ting-En Lin, Feiteng Fang, Yuchuan Wu, Hangyu Li, Yuzhong Qu, Fei Huang, Yongbin Li |
| 2025 | ACL | TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data. | Xiang Huang, Jiayu Shen, Shanshan Huang, Sitao Cheng, Xiaxia Wang, Yuzhong Qu |
| 2025 | ACSSC | Progressive DNN-Based Joint Beamforming and Phase Shift Design for ISAC. | Joohyun Cho, Xiang Huang, Rong-Rong Chen |
| 2025 | ACSSC | Learning-based Beamforming and Phase Shift Design for RIS-aided mmWave Networks Under Sparse Channel Estimation. | Xiang Huang, Joohyun Cho, Rong-Rong Chen |
| 2025 | DASFAA | Multi-view Attention Syntactic Enhanced Graph Convolutional Network for Aspect-Based Sentiment Analysis. | Xiang Huang, Hao Peng, Shuo Sun, Zhifeng Hao, Hui Lin, Shuhai Wang |
| 2025 | WACV | DyRoNet: Dynamic Routing and Low-Rank Adapters for Autonomous Driving Streaming Perception. | Xiang Huang, Zhi-Qi Cheng, Jun-Yan He, Chenyang Li, Wangmeng Xiang, Baigui Sun |
| 2025 | UC | A Selective Dual-Railing Technique for General-Purpose Analog Computers. | Nicholas Haisler, Xiang Huang, Andrei N. Migunov, Khalid Mohammed, Garrett Provence |
| 2024 | ACL | Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments. | Sitao Cheng, Ziyuan Zhuang, Yong Xu, Fangkai Yang, Chaoyun Zhang, Xiaoting Qin, Xiang Huang, Ling Chen, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan, Qi Zhang |
| 2024 | ACL | QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction. | Xiang Huang, Sitao Cheng, Shanshan Huang, Jiayu Shen, Yong Xu, Chaoyun Zhang, Yuzhong Qu |
| 2024 | CIKM | Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis. | Zhe Liu, Xiang Huang, Jingyun Zhang, Zhifeng Hao, Li Sun, Hao Peng |
| 2024 | VLDB | Missing Value Imputation via Pre-trained Language Models with Trainable Prompt and Retrieval Augmentation. | Xiang Huang, Shuang Hao |
| 2023 | AAAI | Question Decomposition Tree for Answering Complex Questions over Knowledge Bases. | Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu |
| 2023 | ACSSC | An Improved Dictionary Design for Multicarrier Underwater Transmission. | Xiang Huang, Rong-Rong Chen |
| 2023 | EMNLP | MarkQA: A large scale KBQA dataset with numerical reasoning. | Xiang Huang, Sitao Cheng, Yuheng Bao, Shanshan Huang, Yuzhong Qu |
| 2023 | ICIP | Visual and Spatial Context Fusion for Implicit Human Reconstruction. | Zhifang Liu, Yadong Li, Xiang Huang, Haoqian Wang |
| 2023 | ISSTA | Back Deduction Based Testing for Word Sense Disambiguation Ability of Machine Translation Systems. | Jun Wang, Yanhui Li, Xiang Huang, Lin Chen, Xiaofang Zhang, Yuming Zhou |
| 2023 | WWW | SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization. | Dongcheng Zou, Hao Peng, Xiang Huang, Renyu Yang, Jianxin Li, Jia Wu, Chunyang Liu, Philip S. Yu |
| 2023 | USENIX | AAsclepius: Monitoring, Diagnosing, and Detouring at the Internet Peering Edge. | Kaicheng Yang, Yuanpeng Li, Sheng Long, Tong Yang, Ruijie Miao, Yikai Zhao, Chaoyang Ji, Penghui Mi, Guodong Yang, Qiong Xie, Hao Wang, Yinhua Wang, Bo Deng, Zhiqiang Liao, Chengqiang Huang, Yongqiang Yang, Xiang Huang, Wei Sun, Xiaoping Zhu |
| 2022 | CVPR | PhyIR: Physics-based Inverse Rendering for Panoramic Indoor Images. | Zhen Li, Lingli Wang, Xiang Huang, Cihui Pan, Jiaqi Yang |
| 2022 | DNA | Computing Real Numbers with Large-Population Protocols Having a Continuum of Equilibria. | Xiang Huang, Rachel N. Huls |
| 2022 | ICDCS | Edge Assisted Real-time Instance Segmentation on Mobile Devices. | Jialin Zhang, Xiang Huang, Jingao Xu, Yue Wu, Qiang Ma, Xin Miao, Li Zhang, Pengpeng Chen, Zheng Yang |
| 2022 | IJCAI | A Universal PINNs Method for Solving Partial Differential Equations with a Point Source. | Xiang Huang, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Bin Dong, Lei Chen |
| 2021 | ICONIP | Fusing the Degree of Nodes in the Session Graph for Session-Based Recommendation. | Xiang Huang, Yixin He, Bin Yan, Wei Zeng |
| 2020 | STACS | Asymptotic Divergences and Strong Dichotomy. | Xiang Huang, Jack H. Lutz, Elvira Mayordomo, Donald M. Stull |
| 2019 | DNA | Real-Time Equivalence of Chemical Reaction Networks and Analog Computers. | Xiang Huang, Titus H. Klinge, James I. Lathrop |
| 2019 | ICDCS | A Distributed Synchronous SGD Algorithm with Global Top-k Sparsification for Low Bandwidth Networks. | Shaohuai Shi, Qiang Wang, Kaiyong Zhao, Zhenheng Tang, Yuxin Wang, Xiang Huang, Xiaowen Chu |
| 2019 | ICIP | Calibrating Sensing Drift in Tomographic Inversion. | Xiang Huang, Stefan M. Wild, Zichao Wendy Di |
| 2019 | UIC | CNNLoc: Deep-Learning Based Indoor Localization with WiFi Fingerprinting. | Xudong Song, Xiaochen Fan, Xiangjian He, Chaocan Xiang, Qianwen Ye, Xiang Huang, Gengfa Fang, Liming Luke Chen, Jing Qin, Zumin Wang |
| 2018 | ICASSP | 3D Image Reconstruction from Multi-Focus Microscope: Axial Super-Resolution and Multiple-Frame Processing. | Seunghwan Yoo, Pablo Ruiz, Xiang Huang, Kuan He, Nicola J. Ferrier, Mark Hereld, Alan Selewa, Matthew Daddysman, Norbert Scherer, Oliver Cossairt, Aggelos K. Katsaggelos |
| 2018 | ICIP | An Interior Point Method for Nonnegative Sparse Signal Reconstruction. | Xiang Huang, Kuan He, Seunghwan Yoo, Oliver Cossairt, Aggelos K. Katsaggelos, Nicola J. Ferrier, Mark Hereld |
| 2018 | ICIP | Bayesian Approach for Automatic Joint Parameter Estimation in 3D Image Reconstruction from Multi-Focus Microscope. | Seunghwan Yoo, Pablo Ruiz, Xiang Huang, Kuan He, Xiaolei Wang, Itay Gdor, Alan Selewa, Matthew Daddysman, Nicola J. Ferrier, Mark Hereld, Norbert Scherer, Oliver Cossairt, Aggelos K. Katsaggelos |
| 2017 | UC | Real-Time Computability of Real Numbers by Chemical Reaction Networks. | Xiang Huang, Titus H. Klinge, James I. Lathrop, Xiaoyuan Li, Jack H. Lutz |
| 2016 | ECCV | A Streamlined Photometric Stereo Framework for Cultural Heritage. | Chia-Kai Yeh, Nathan Matsuda, Xiang Huang, Fengqiang Li, Marc Walton, Oliver Cossairt |
| 2016 | ICIP | Compressive reconstruction for 3D incoherent holographic microscopy. | Oliver Cossairt, Kuan He, Ruibo Shang, Nathan Matsuda, Manoj Kumar Sharma, Xiang Huang, Aggelos K. Katsaggelos, Leonidas Spinoulas, Seunghwan Yoo |
| 2016 | MFCS | Polynomial Space Randomness in Analysis. | Xiang Huang, Donald M. Stull |
| 2014 | CVPR | Dictionary Learning Based Color Demosaicing for Plenoptic Cameras. | Xiang Huang, Oliver Cossairt |
| 2012 | COMPSAC | PaaS-Oriented Performance Modeling for Cloud Computing. | Wenbo Zhang, Xiang Huang, Ningjiang Chen, Wei Wang, Hua Zhong |
| 2011 | COMPSAC | An Adaptive Performance Modeling Approach to Performance Profiling of Multi-service Web Applications. | Xiang Huang, Wei Wang, Wenbo Zhang, Jun Wei, Tao Huang |
| 2011 | COMPSAC | A Statistical Approach for Estimating CPU Consumption in Shared Java Middleware Server. | Wei Wang, Xiang Huang, Yunkui Song, Wenbo Zhang, Jun Wei, Hua Zhong, Tao Huang |
| 2011 | ICCV | What characterizes a shadow boundary under the sun and sky? | Xiang Huang, Gang Hua, Jack Tumblin, Lance Williams |
| 2010 | ICA3PP | Support for OpenMP Tasks on Cell Architecture. | Qian Cao, Changjun Hu, Haohu He, Xiang Huang, Shigang Li |
| 2009 | COMPSAC | Impacts Separation Framework for Performance Prediction of Middleware-Based Systems. | Xiang Huang, Wenbo Zhang, Bo Zhang, Jun Wei |
| 2008 | CSCWD | A novel concurrent design process planning method and application. | Zhiyi Pan, Yingguang Li, Xiang Huang |
| 2008 | CVPR | Sensing increased image resolution using aperture masks. | Ankit Mohan, Xiang Huang, Jack Tumblin, Ramesh Raskar |
| 2006 | DCC | Optimal Index Assignment for Multiple Description Lattice Vector Quantization. | Xiang Huang, Xiaolin Wu |