DW
Dingmin Wang
cs.AIcs.CLcs.LGcs.SEcs.DBcs.LOEchinococcus granulosusmachine learningmetabolic reprogrammingSHAP analysis
On Valency
published · living versionsW_auaupkkt·v1 · currentpublished
-OPD: Separating Direction and Distance in Extrapolative On-Policy Distillation
with Bowen Fang, Hengzhi Pei
1 version
Preprints & journals
25 papers in the corpus · 2020–2026Reward-Aligned Distillation2610.14572v1 · Yilan Chen, Zian Su, Manish Prajapat et al.2026 · 0 citationsarXiv
Development and validation of a machine learning model for predicting 3-year recurrence of adenomatous colorectal polyps after EMR: a multicenter study.42780049 · Wu, Xiaoting, Li, Wenling, Wang, Dingmin et al.2026 · 0 citationsFrontiers in oncology. 2026;16:1936137
AHEAD: Adaptive Hindsight with Environment-Augmented Distillation for Agentic RL2608.24114v1 · Xiaolong Jin, Dingmin Wang, Vijay Lingam et al.2026 · 0 citationsarXiv
CODESTRUCT: Code Agents over Structured Action Spaces2604.05407v3 · Myeongsoo Kim, Joe Hsu, Dingmin Wang et al.2026 · 0 citationsarXiv
Coherence Collapse: Diagnosing Why Code Agents Fail After Reaching the Right Code2603.24631v2 · Myeongsoo Kim, Dingmin Wang, Siwei Cui et al.2026 · 1 citationarXiv
Train Less, Learn More: Adaptive Efficient Rollout Optimization for Group-Based Reinforcement Learning2602.14338v1 · Zhi Zhang, Zhen Han, Costas Mavromatis et al.2026 · 0 citationsarXiv
A machine learning model for predicting 28-day mortality in patients with alcoholic cirrhosis and sepsis: a study based on the MIMIC-IV database.41649129 · Cao, Xu, Wang, Dingmin, Li, Wenling et al.2026 · 0 citationsScandinavian journal of gastroenterology. 2026;61(4):431-444
Retrieval Augmented Question Answering: When Should LLMs Admit Ignorance?2512.23836v1 · Dingmin Wang, Ji Ma, Shankar Kumar2025 · 0 citationsarXiv
Machine Learning-Based Prediction of Short-Term Mortality in Patients With Severe Acute Pancreatitis: A Multicenter Retrospective Cohort Study.41401388 · Cheng, Congcong, Guo, Dinghui, Gu, Jisheng et al.2025 · 1 citationJournal of clinical gastroenterology. 2025
When Do Symbolic Solvers Enhance Reasoning in Large Language Models?2512.03272v1 · Zhiyuan He, Dingmin Wang2025 · 0 citationsarXiv
BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution2510.08697v2 · Terry Yue Zhuo, Xiaolong Jin, Hange Liu et al.2025 · 0 citationsarXiv
Association Between Digestive Diseases, Nighttime Sleep, and Depressive Symptoms Among the Middle-Aged and Elderly Adults: A Mediation Analysis.41070275 · Cheng, Congcong, Guo, Dinghui, Cao, Xu et al.2025 · 0 citationsJGH open : an open access journal of gastroenterology and hepatology. 2025;9(10):e70294
CRABS: A syntactic-semantic pincer strategy for bounding LLM interpretation of Python notebooks2507.11742v2 · Meng Li, Timothy M. McPhillips, Dingmin Wang et al.2025 · 0 citationsarXiv
Goal-Driven Reasoning in DatalogMTL with Magic Sets2412.07259v5 · Shaoyu Wang, Kaiyue Zhao, Dongliang Wei et al.2024 · 0 citationsarXiv
Contextual Distillation Model for Diversified Recommendation2406.09021v2 · Fan Li, Xu Si, Shisong Tang et al.2024 · 15 citationsarXiv
Practical Reasoning in DatalogMTL2401.02869v1 · Dingmin Wang, Przemys\law A. Wa\lega, Pan Hu et al.2024 · 2 citationsTheory and Practice of Logic Programming 25 (2025) 225-255
Calibrate and Boost Logical Expressiveness of GNN Over Multi-Relational and Temporal Graphs2311.01647v1 · Yeyuan Chen, Dingmin Wang2023 · 0 citationsarXiv
Working Memory Capacity of ChatGPT: An Empirical Study2305.03731v4 · Dongyu Gong, Xingchen Wan, Dingmin Wang2023 · 10 citationsarXiv
The non-oral infection of larval Echinococcus granulosus induces immune and metabolic reprogramming in the colon of mice.36713407 · Zhou, Yuying, Luo, Tiancheng, Gong, Yuying et al.2023 · 1 citationFrontiers in immunology. 2022;13:1084203
Seminaive Materialisation in DatalogMTL2208.07100v2 · Dingmin Wang, Przemys\law Andrzej Wa\lega, Bernardo Cuenca Grau2022 · 0 citationsarXiv
An Empirical Study of Retrieval-enhanced Graph Neural Networks2206.00362v4 · Dingmin Wang, Shengchao Liu, Hanchen Wang et al.2022 · 0 citationsarXiv
Transcriptomic Profiles of Splenic CD19+ B Cells in Mice Chronically Infected With the Larval Echinococcus granulosus.35548052 · Xu, Shiping, Guo, Yuxin, Luo, Tiancheng et al.2023 · 2 citationsFrontiers in veterinary science. 2022;9:848458
MeTeoR: Practical Reasoning in Datalog with Metric Temporal Operators2201.04596v1 · Dingmin Wang, Pan Hu, Przemys\law Andrzej Wa\lega et al.2022 · 22 citationsarXiv
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems2106.05830v1 · Dingmin Wang, Ziyao Chen, Wanwei He et al.2021 · 7 citationsarXiv
Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition2004.10663v3 · Dingmin Wang, Chenghua Lin, Qi Liu et al.2020 · 12 citationsarXiv
Career total: 47 works. 25 are in this corpus.
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