| IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning P Lu, L Qiu, J Chen, T Xia, Y Zhao, W Zhang, Z Yu, X Liang, SC Zhu Conference on Neural Information Processing Systems (NeurIPS 2021), 2021 | 172 | 2021 |
| Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting L Liu*, J Chen*, H Wu, G Li, C Li, L Lin IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021), 2021 | 160 | 2021 |
| GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning J Chen*, J Tang*, J Qin, X Liang, L Liu, EP Xing, L Lin Annual Meeting of the Association for Computational Linguistics (ACL 2021 …, 2021 | 136 | 2021 |
| UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression J Chen, T Li, J Qin, P Lu, L Lin, C Chen, X Liang The Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), 2022 | 90 | 2022 |
| Efficient Crowd Counting via Structured Knowledge Transfer L Liu*, J Chen*, H Wu, T Chen, G Li, L Lin Proceedings of the 28th ACM International Conference on Multimedia (MM 2020), 2020 | 78 | 2020 |
| MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation J Chen, B Lin, R Xu, Z Chai, X Liang, KYK Wong Annual Meeting of the Association for Computational Linguistics (ACL 2024), 2024 | 32* | 2024 |
| LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning Z Yang, J Qin, J Chen, L Lin, X Liang The Conference on Empirical Methods in Natural Language Processing (EMNLP …, 2022 | 28 | 2022 |
| UltraPose: Synthesizing Dense Pose with 1 Billion Points by Human-Body Decoupling 3D Model H Yan*, J Chen*, X Zhang, S Zhang, N Jiao, X Liang, T Zheng IEEE/CVF International Conference on Computer Vision (ICCV 2021), 2021 | 20 | 2021 |
| NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning B Lin, Y Nie, Z Wei, J Chen, S Ma, J Han, H Xu, X Chang, X Liang arXiv preprint arXiv:2403.07376, 2024 | 18 | 2024 |
| Unbiased Math Word Problems Benchmark for Mitigating Solving Bias Z Yang, J Qin, J Chen, X Liang Annual Conference of the North American Chapter of the Association for …, 2022 | 13 | 2022 |
| Affordances-Oriented Planning using Foundation Models for Continuous Vision-Language Navigation J Chen, B Lin, X Liu, L Ma, X Liang, KYK Wong Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2025), 2024 | 4 | 2024 |
| Template-Based Contrastive Distillation Pretraining for Math Word Problem Solving J Qin, Z Yang, J Chen, X Liang, L Lin IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 | 3 | 2023 |
Xiaodan LiangAssociate Professor, Sun Yat-sen University, MBZUAI, CMU, NUSVerified email at mail2.sysu.edu.cn