IEEE VIS (10)IEEE TVCG (23)CHI (8)UIST (3)ICML (1)KDD (1)First/corresponding-authored (43)
data wrangling (14)geospatial (22)temporal (16)visual analytics (24)llm (14)vis authoring (8)accessibility (1)
*: corresponding-authored papers are marked with asterisk.
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2026
Veriscope: Provenance-Aware Verification of LLM Reasoning Artifacts in Conversational Data Analysis. Lingyu Meng, Hanbei Zhan, Yuan Tian, Yuchen He, Di Weng*, Yingcai Wu. ACM Symposium on User Interface Software and Technology (UIST), 13 pages, 2026.
ChronoMantic: A Natural Language Interface for Interactive Time Series Pattern Query. Yangtian Liu, Shuhan Liu, Guobin Tu, Yunfan Zhou, Xiwen Cai, Di Weng*, Yingcai Wu. ACM Symposium on User Interface Software and Technology (UIST), 13 pages, 2026.
GeoAnimation: A Grammar for Animated Geographic Visualization. Jie Yu, Zhenning Chen, Di Weng*, Yingcai Wu. Journal of Visualization, vol. 29, pp. 827-838, 2026 (also accepted by ChinaVis 2025).
RuleScope: Semantic-aware Authoring of Data Validation Rules. Zhongsu Luo, Di Weng*, Jiawen Zhu, Shuhan Liu, Xiwen Cai, Ran Chen, Kai Xiong, Jiajun Zhu, Xinhuan Shu, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 32, no. 8, pp. 7500-7516, August 2026.
SKILL-KD: Contrastive Skill Distillation for LLM Agents. Qiming Shi, Yibo Dou, Jiawen Zhu, Yulong Tao, Linbo Jin, Zhaolu Kang, Yunfan Zhou, Di Weng*. arXiv preprint arXiv:2607.28048, 2026.
Dynamic TMoE: A Drift-Aware Dynamic Mixture of Experts Framework for Non-Stationary Time Series Forecasting. Jiawen Zhu, Shuhan Liu, Di Weng*, Yingcai Wu. International Conference on Machine Learning (ICML), 2026.
Leveraging Probabilistic Degradation States for Early-Stage Lifetime Prediction of Lithium-ion Batteries. Buwei Zhou, Shuhan Liu, Songela Nur, HaoBo Zheng, Junzhe Zhang, Jiayu Wan, Yang Liu, Di Weng, Tan Tang*, Yingcai Wu*. SSRN preprint, 2026.
GeoAuthor: Linking Text and Visualization for Geographic Article Authoring. Zhenning Chen, Hanbei Zhan, Shifu Chen, Zikun Deng, Di Weng*, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 32, no. 7, pp. 7273-7287, July 2026.
Sequence-Engineered G-Triplex/Methylene Blue System as a Label-Free Electrochemical Signal Module for Biosensor. Ling-Li Zhao*, Jiale Li, Ruo-Yao Cui, Jian Wang, Di Weng*, Dewen Zhang*. Analytical Chemistry, vol. 98, no. 22, pp. 16708-16716, 2026.
AbstractPaper
RCInvestigator: Towards Better Investigation of Anomaly Root Causes in Cloud Computing Systems. Shuhan Liu, Yunfan Zhou, Jue Zhang, Shandan Zhou, Weiwei Cui, Qingwei Lin, Thomas Moscibroda, Haidong Zhang, Di Weng*, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 32, no. 6, pp. 4894-4904, June 2026 (PacificVis 2026 TVCG Journal Track).
KEditVis: A Visual Analytics System for Knowledge Editing of Large Language Models. Zhenning Chen, Hanbei Zhan, Yanwei Huang, Xin Wu, Dazhen Deng, Di Weng*, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 32, no. 6, pp. 4818-4828, June 2026 (PacificVis 2026 TVCG Journal Track).
SPADER: Step-wise Peer Advantage with Diversity-Aware Exploration Rewards for Multi-Answer Question Answering. Qiming Shi, Zhaolu Kang, Yunfan Zhou, Di Weng*, Yingcai Wu. arXiv preprint arXiv:2606.00593, 2026.
A Declarative Grammar for Interactive Trajectory Visualization: Interaction as First-Class Component. Shifu Chen, Xiaodan Miao, Dazhen Deng*, Zikun Deng, Di Weng*, Yingcai Wu. PacificVis 2026.
TrajectoryCurer: Visual Analysis of Trajectory Data Quality. Xiaodan Miao, Sitong Pan, Shifu Chen, Di Weng*, Yingcai Wu. PacificVis 2026.
TSEditor: Interactive Time Series Editing for Privacy Preservation. Zihan Xu, Shuhan Liu, Kaicheng Shao, Yuanzhe Jin, Xumeng Wang, Zikun Deng, Di Weng*, Yingcai Wu. ACM Conference on Human Factors in Computing Systems (CHI), 2026.
Cerebra: Aligning Implicit Knowledge in Interactive SQL Authoring. Yunfan Zhou, Qiming Shi, Zhongsu Luo, Xiwen Cai, Yanwei Huang, Dae Hyun Kim, Di Weng*, Yingcai Wu. ACM Conference on Human Factors in Computing Systems (CHI), 2026.
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