Weng, Tengjin, Wenhao Jiang, Jingyi Wang, Ming Li, Lin Ma, and Zhong Ming. (2026). "OddGridBench: Exposing the Lack of Fine-Grained Visual Discrepancy Sensitivity in Multimodal Large Language Models." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Highlight.
Lu, Ziyu, Tengjin Weng, Yiying Yang, Yuhang Zhao, Xinxin Huang, and Wenhao Jiang. (2026). "BEAP-Agent: Backtrackable Execution and Adaptive Planning for GUI Agents." CoRR.
Wang, Jingyi, Lei Zhu, Tengjin Weng, Song-Li Wu, Haochen Tan, Jierun Chen, Chaofan Tao, Haoli Bai, Lu Hou, Lifeng Shang, and Xiao-Ping Zhang. (2026). "GRPO-VPS: Enhancing Group Relative Policy Optimization with Verifiable Process Supervision for Effective Reasoning." ICLR 2026 Workshop on LLM Reasoning.
Wang, Shuai*, Tengjin Weng*, Jingyi Wang, Kai Zhao, Yang Shen, Zhidong Zhao, Yixiu Liu, Pengfei Jiao, Zhiming Cheng, Yaoqi Sun, and Yaqi Wang. (2026). "Multi-annotation agreement and prediction consistency networks: Improving semi-supervised segmentation of medical images with ambiguous boundaries." Artificial Intelligence in Medicine, 171, 103289. *Equal contribution.
Weng, Tengjin, Jingyi Wang, Wenhao Jiang, and Zhong Ming. (2025). "VisNumBench: Evaluating Number Sense of Multimodal Large Language Models." Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 3830-3840.
Deng, Jiru, Tengjin Weng, Tianyu Yang, Wenhan Luo, Zhiheng Li, and Wenhao Jiang. (2025). "LlamaSeg: Image Segmentation via Autoregressive Mask Generation." Submitted to ICLR 2026.
Weng, Tengjin, Yang Shen, Kai Jin, Yaqi Wang, Zhiming Cheng, Yunxiang Li, Gewen Zhang, and Shuai Wang. (2024). "Enhancing point annotations with superpixel and confident learning guided for improving semi-supervised OCT fluid segmentation." Biomedical Signal Processing and Control.
Weng, Tengjin, Yang Shen, Zhidong Zhao, Zhiming Cheng, and Shuai Wang. (2024). "Accurate Segmentation of Optic Disc and Cup from Multiple Pseudo-labels by Noise-aware Learning." CSCWD.
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA