Do not go gentle into that good night. Rage, rage against the dying of the light. —Dylan Thomas
Research Interests
- Artificial Intelligence
- AI4Science
- Knowledge Representation and Reasoning
- Deep Learning
- Natural Language Processing
- Game Playing
2026
Nature Food
Accepted
(IF: 21.9)
Machine Learning-Optimized Composting Strategies Can Enhance Nutrient Recycling and Transform Food System Waste into a Net Carbon Sink
Nature Humanities and Social Sciences Communications
Accepted
The Dynamic Competition of Chinese Synonyms Over a Century
IJCAI-ECAI 2026
Accepted
Dual-Channel Semantic-Enhanced Combinatorial Medication Recommendation via Knowledge Distillation
IJCAI-ECAI 2026
Accepted
Spherical Physics-informed Neural Operator with Multi-scale Coupling for Meteorological Downscaling
ACL 2026 Findings
Accepted
MTO: A Multi-turn Conversational Text-to-OverpassQL Dataset for Enhanced OpenStreetMap Query Generation
2025
ECML-PKDD 2025
pp. 437-453
Speech-to-Visualization: Toward End-to-End Speech-Driven Data Visualization Generation from Natural Language Questions
CIKM 2025 Demo
pp. 6747-6751
VoiceVisSystem: End-to-End Voice-driven Data Visualization Generation from Natural Language Questions
IJCAI 2025
pp. 6984-6992
Deduction with Induction: Combining Knowledge Discovery and Reasoning for Interpretable Deep Reinforcement Learning
IJCAI 2025
pp. 9393-9401
Learning Dynamical Coupled Operator For High-dimensional Black-box Partial Differential Equations
IJCAI 2025
pp. 9465-9473
SSPNet: Leveraging Robust Medication Recommendation with History and Knowledge
IJCAI 2025 Demo
pp. 11123-11126
HealthLens: A Natural Language Querying System for Interactive Visualization of Electronic Health Records
ICDE 2025
pp. 793-806
Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability
ICDE 2025 Demo
pp. 4584-4587
HRLMS: A Data-driven Hierarchical Reinforcement Learning System for Interactive Rule Intervention and Visualization
ICASSP 2025
pp. 1-5
Climate Downscaling Using Neural Operator: Spatiotemporal Multimodal Fusion Operator with State-Query Coupled Kernel
COLING 2025
pp. 11290-11303
Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models
TKDE
37(1): 423-437
Learning Road Network Index Structure for Efficient Map Matching
PAKDD 2025
pp. 52-64
Prompt-Based Relation Extraction By Reasoning with Contextual Knowledge
PAKDD 2025
pp. 393-404
Dual Learning between Molecules and Natural Language
MDM 2025
pp. 1-11
Natural Language to Overpass Query: A Multi-Step Approach Using Task Decomposition and Key-Value Correction
2024
STOTEN
Volume 955, (2024): 176800, JCR Q1
(IF: 8.2)
Enhancing crop production in the Haihe Basin while addressing challenges related to water quantity and quality
SCC 2024
pp. 74-99
COSIS: An AI-Enabled Digital Transformation Framework Integrating Large Language Models and Key Performance Indicators
ICDE 2024 Demo
pp. 5417-5420
Demonstration of FeVisQA: Free-Form Question Answering over Data Visualization
BIBM 2024
pp. 2844-2851
Automatic SQL Query Generation from Code Switched Natural Language Questions on Electronic Medical Records
CSCWD 2024
pp. 453-458
Recognizing Textual Entailment by Hierarchical Crowdsourcing with Diverse Labor Costs
2023
ICDE 2023
pp. 1234-1246
Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd
BIBM 2023
pp. 1710-1717
Integrating Automated Knowledge Extraction with Large Language Models for Explainable Medical Decision-Making
2022
AAAI 2022
pp. 11667-11675 (Acceptance rate 15%)
Efficient Dialog Policy Learning by Reasoning with Contextual Knowledge
TKDE
34(8): 3629-3642
Cleaning Uncertain Data with Crowdsourcing - a General Model with Diverse Accuracy Rates
BIBM 2022
pp. 1816-1819
Explainable Pulmonary Disease Diagnosis with Prompt-Based Knowledge Extraction
TCSS
10(5): 2827-2836
IRLM: Inductive Representation Learning Model for Personalized POI Recommendation
HPCC 2022
pp. 869-876
Knowledge-Assisted DRL for Energy Harvesting Based Multi-Access Wireless Communications
ICPADS 2022
pp. 843-850
Knowledge-Enhanced Learning for KG Embedding
ICPADS 2022
pp. 794-801
Improving Confidence of Uncertain Knowledge Graphs by Crowdsourcing with Limited Budget
2021
DASFAA 2021
pp. 491-508
Exploiting Multi-source Data for Adversarial Driving Style Representation Learning
CCL 2021
In Chinese, pp. 350-360
Macau's Vocabulary Growth in the Recent Ten Year
2020
AAAI 2020
Short paper, pp. 13608-13609
Embedding High-Level Knowledge into DQNs to Learn Faster and More Safely
2019
IJCAI 2019
pp. 6110-6116
How Well Do Machines Perform on IQ tests: a Comparison Study on a Large-Scale Dataset
2018
2017
AIJ
248: 1-8
Characterizing causal action theories and their implementations in answer set programming
2016
AAAI 2016
pp. 1116-1123
Mapping Action Language BC to Logic Programs: A Characterization by Postulates
2015
IJCAI 2015
pp. 3285-3291
Characterizing Causal Action Theories and Their Implementations in Answer Set Programming: Action Languages B, C, and Beyond
Invited Talks
Knowledge Representation and Reasoning for Economic Brain of Avatars
2022-02 · Shenzhen
Knowledge Representation and Reasoning for Deep Learning in NLP
2021-12 · Macau University
Natural language processing: tasks, models and applications
2021-11 · BNU Zhuhai
Leveraging Human Intelligence in Machine Learning for NLP
2020-12 · Macau University