| 2026 | FlAIRS | Error Analysis of Agentic Tool-Augmented Reasoning in LLMs on NeurIPS CURE-Bench Challenge. | Hilmi Demirhan, Ruize Ma, Tianqi Wang, Wlodek Zadrozny |
| 2025 | IJCAI | On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning. | Tianqi Wang, Jingcai Guo, Depeng Li, Zhi Chen |
| 2025 | IJCNN | LJ-DETR: LightWeight RT-DETR Algorithm with Joint Encoder for Steel Surface Defect Detection. | Chenyuan Wang, Tianqi Wang, Huacheng Li, Mengyao Wang, Jingqi Xia, Xilin Liu |
| 2025 | MICCAI | RIFNet: Bridging Modalities for Accurate and Detailed Ocular Disease Analysis. | Yuqing Li, Qingshan Hou, Peng Cao, Jianguo Ju, Tianqi Wang, Meng Wang, Ke Zou, Yih Chung Tham, Huazhu Fu, Osmar R. Zaane |
| 2024 | AAAI | Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding. | Depeng Li, Tianqi Wang, Junwei Chen, Qining Ren, Kenji Kawaguchi, Zhigang Zeng |
| 2024 | AAAI | DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving. | Tianqi Wang, Sukmin Kim, Wenxuan Ji, Enze Xie, Chongjian Ge, Junsong Chen, Zhenguo Li, Ping Luo |
| 2024 | AVSS | Procedural Generation of 3D Scenes for Urban Landscape Based on Remote Sensing Images. | Shuqin Yang, Haopu Yuan, Tianqi Wang, Rui Zhong, Chenggang Song, Ying Fu, Wenyi Ge, Xia Yuan |
| 2024 | CogSci | Composition as nonlinear combination in semantic space: Exploring the effect of compositionality on Chinese compound recognition. | Tianqi Wang, Xu Xu |
| 2024 | ICML | Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning. | Depeng Li, Tianqi Wang, Junwei Chen, Wei Dai, Zhigang Zeng |
| 2024 | KDD | LiMAML: Personalization of Deep Recommender Models via Meta Learning. | Ruofan Wang, Prakruthi Prabhakar, Gaurav Srivastava, Tianqi Wang, Zeinab S. Jalali, Varun Bharill, Yunbo Ouyang, Aastha Nigam, Divya Venugopalan, Aman Gupta, Fedor Borisyuk, S. Sathiya Keerthi, Ajith Muralidharan |
| 2023 | ACL | Weighted Contrastive Learning With False Negative Control to Help Long-tailed Product Classification. | Tianqi Wang, Lei Chen, Xiaodan Zhu, Younghun Lee, Jing Gao |
| 2023 | ICIP | Efficient Joint Video Denoising and Super-Resolution. | Yuning Huang, Tianqi Wang, Qian Lin, Jan P. Allebach, Fengqing Zhu |
| 2022 | CIKM | Utilizing Contrastive Learning To Address Long Tail Issue in Product Categorization. | Lei Chen, Tianqi Wang |
| 2022 | CVPR | Scale-Equivalent Distillation for Semi-Supervised Object Detection. | Qiushan Guo, Yao Mu, Jianyu Chen, Tianqi Wang, Yizhou Yu, Ping Luo |
| 2022 | HPCA | Application Defined On-chip Networks for Heterogeneous Chiplets: An Implementation Perspective. | Tianqi Wang, Fan Feng, Shaolin Xiang, Qi Li, Jing Xia |
| 2022 | ICDM | Heterogeneous Information Enhanced Prerequisite Learning in Massive Open Online Courses. | Tianqi Wang, Fenglong Ma, Yaqing Wang, Jing Gao |
| 2022 | SDM | Textbook Enhanced Student Learning Outcome Prediction. | Tianqi Wang, Fenglong Ma, Tang Tang, Longfei Zhang, Jing Gao |
| 2021 | ICRA | Robust Navigation for Racing Drones based on Imitation Learning and Modularization. | Tianqi Wang, Dong Eui Chang |
| 2021 | SDM | Towards Learning Outcome Prediction via Modeling Question Explanations and Student Responses. | Tianqi Wang, Fenglong Ma, Yaqing Wang, Tang Tang, Longfei Zhang, Jing Gao |
| 2020 | CEC | A Self-Adaptive Hybrid Algorithm for Planning City Air Terminals. | Hang Zhou, Jun Zhou, Sheng-Hao Gu, Tianqi Wang, Xiao-Bing Hu |
| 2020 | FCCM | FP-AMG: FPGA-Based Acceleration Framework for Algebraic Multigrid Solvers. | Pouya Haghi, Tong Geng, Anqi Guo, Tianqi Wang, Martin C. Herbordt |
| 2020 | Interspeech | Does Lexical Retrieval Deteriorate in Patients with Mild Cognitive Impairment? Analysis of Brain Functional Network Will Tell. | Chongyuan Lian, Tianqi Wang, Mingxiao Gu, Manwa L. Ng, Feiqi Zhu, Lan Wang, Nan Yan |
| 2020 | MICRO | AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing. | Tong Geng, Ang Li, Runbin Shi, Chunshu Wu, Tianqi Wang, Yanfei Li, Pouya Haghi, Antonino Tumeo, Shuai Che, Steven K. Reinhardt, Martin C. Herbordt |
| 2019 | EDM | Improving Peer Assessment Accuracy by Incorporating Relative Peer Grades. | Tianqi Wang, Qi Li, Jing Gao, Xia Jing, Jie Tang |
| 2019 | EDM | Deep Hierarchical Knowledge Tracing. | Tianqi Wang, Fenglong Ma, Jing Gao |
| 2019 | FCCM | FP-AMR: A Reconfigurable Fabric Framework for Adaptive Mesh Refinement Applications. | Tianqi Wang, Tong Geng, Xi Jin, Martin C. Herbordt |
| 2019 | Interspeech | Towards the Speech Features of Mild Cognitive Impairment: Universal Evidence from Structured and Unstructured Connected Speech of Chinese. | Tianqi Wang, Chongyuan Lian, Jingshen Pan, Quanlei Yan, Feiqi Zhu, Manwa L. Ng, Lan Wang, Nan Yan |
| 2019 | Interspeech | Towards the Speech Features of Early-Stage Dementia: Design and Application of the Mandarin Elderly Cognitive Speech Database. | Tianqi Wang, Quanlei Yan, Jingshen Pan, Feiqi Zhu, Rongfeng Su, Yi Guo, Lan Wang, Nan Yan |
| 2019 | ICS | O3BNN: an out-of-order architecture for high-performance binarized neural network inference with fine-grained pruning. | Tong Geng, Tianqi Wang, Chunshu Wu, Chen Yang, Wei Wu, Ang Li, Martin C. Herbordt |
| 2019 | SC | BSTC: a novel binarized-soft-tensor-core design for accelerating bit-based approximated neural nets. | Ang Li, Tong Geng, Tianqi Wang, Martin C. Herbordt, Shuaiwen Leon Song, Kevin J. Barker |
| 2019 | SC | Fully integrated FPGA molecular dynamics simulations. | Chen Yang, Tong Geng, Tianqi Wang, Rushi Patel, Qingqing Xiong, Ahmed Sanaullah, Chunshu Wu, Jiayi Sheng, Charles Lin, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt |
| 2018 | FCCM | FPDeep: Acceleration and Load Balancing of CNN Training on FPGA Clusters. | Tong Geng, Tianqi Wang, Ahmed Sanaullah, Chen Yang, Rui Xu, Rushi Patel, Martin C. Herbordt |
| 2018 | FCCM | High Performance Dynamic Communication on Reconfigurable Clusters. | Jiayi Sheng, Chen Yang, Tianqi Wang, Martin C. Herbordt |
| 2018 | FPL | A Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Work and Weight Load Balancing. | Tong Geng, Tianqi Wang, Ahmed Sanaullah, Chen Yang, Rushi Patel, Martin C. Herbordt |
| 2018 | Interspeech | Acoustic Features Associated with Sustained Vowel and Continuous Speech Productions by Chinese Children with Functional Articulation Disorders. | Wang Zhang, Xiangquan Gui, Tianqi Wang, Manwa L. Ng, Feng Yang, Lan Wang, Nan Yan |
| 2017 | ICIP | Multicolor removal based on color lines and improved hough transform for SFS. | Tianqi Wang, Terumasa Aoki |
| 2017 | ISPA | An Efficient Hardware Prefetcher Exploiting the Prefetch Potential of Long-Stride Access Pattern on Virtual Address. | Teng Tian, Tianqi Wang, Xi Jin |
| 2016 | FCCM | RP-Ring: A Heterogeneous Multi-FPGA Accelerating Solution for N-Body Simulations. | Tianqi Wang, Xi Jin, Bo Peng, Chuanjun Wang, Linlin Zheng |
| 2016 | FPGA | An FPGA-SOC Based Accelerating Solution for N-body Simulations in MOND (Abstract Only). | Bo Peng, Tianqi Wang, Xi Jin, Chuanjun Wang |
| 2016 | FPGA | an Extensible Heterogeneous Multi-FPGA Framework for Accelerating N-body Simulation (Abstract Only). | Tianqi Wang, Bo Peng, Xi Jin |
| 2015 | FCCM | Design of a Distributed Compressor for Astronomy SSD. | Bo Peng, Xi Jin, Tianqi Wang, Xueliang Du |
| 2014 | FCCM | A Multi-phase Clock Time-to-Digital Convertor Based on ISERDES Architecture. | Tian Xiang, Lei Zhao, Xi Jin, Tianqi Wang, Shaoping Chu, Cong Ma, Shubin Liu, Qi An, Xue Ben |
| 2010 | GLOBECOM | Maximization of Data Gathering in Clustered Wireless Sensor Networks. | Tianqi Wang, Wendi Rabiner Heinzelman, Alireza Seyedi |
| 2010 | ICASSP | Maximizing the lifetime of clusters with Slepian-Wolf coding. | Tianqi Wang, Wendi Rabiner Heinzelman, Alireza Seyedi, Azadeh Vosoughi |
| 2007 | GLOBECOM | On Iterative EM-Based Frequency Domain Joint Estimation of Synchronization Parameter and Channel Impulse Response. | Cheng Li, Tianqi Wang, Hsiao-Hwa Chen |
| 2007 | GLOBECOM | On Frequency Domain Doppler Diversity Using Basis Expansion Model and EM-Based Algorithms in CDMA Systems. | Tianqi Wang, Cheng Li, Hsiao-Hwa Chen, Mohsen Guizani |
| 2004 | ISPA | Gamelet: A Mobile Service Component for Building Multi-server Distributed Virtual Environment on Grid. | Tianqi Wang, Cho-Li Wang, Francis Chi-Moon Lau |