📚 Publications

1. Chen J, Huang C*, Huang Q, Tu Y, Zheng Z, Huang X
   Test-Time Reinforcement Learning for Flow Matching
   International Conference on Machine Learning (ICML), 2026
   🌐 Project Page | 🔗 PDF
   CCF-A

2. Huang C, Chen J, Huang Q*, Wang S, Tu Y, Huang X
   AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis
   Information Fusion, 2025, 114: 102725
   🔗 PDF | 🌐 DOI
   SCI, IF: 14.7, Q1 TOP, CAAI A

3. Chen J, Huang Q, Huang C, Huang X
   Actual Cause Guided Adaptive Gradient Scaling for Balanced Multimodal Sentiment Analysis
   ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2025, 21(6): 1-24
   🔗 PDF | 🌐 DOI
   SCI, IF: 5.2, CCF-B

4. Tu Y, Chen J, Huang C*
   Empowering personalized learning with generative artificial intelligence: Mechanisms, challenges and pathways
   Frontiers of Digital Education, 2025, 2(2): 1-18
   🌐 DOI

5. Huang C, Lin Z, Huang Q, Huang X, Jiang F, Chen J
   H2CAN: heterogeneous hypergraph attention network with counterfactual learning for multimodal sentiment analysis
   Complex & Intelligent Systems, 2025, 11(4): 196
   🔗 PDF | 🌐 DOI
   SCI, IF: 5.0, Q3

6. Chen J, Zhong Y, Huang Q, Huang C, Jiang F, Huang X
   UCMIB-PNS: Balancing Sufficiency and Necessity with Probabilistic Causality and Cross-Modal Uncertainty in Multimodal Sentiment Analysis
   IEEE Transactions on Affective Computing
   🔗 PDF | 📄 Supplement | 🌐 DOI
   SCI, IF: 9.6, Q1 TOP, CCF-B

7. Huang Q*, Chen J
   Enhancing academic performance prediction with temporal graph networks for massive open online courses
   Journal of Big Data, 2024, 11(1): 52
   🔗 PDF | 🌐 DOI
   SCI, IF: 8.6, Q2

8. Huang Q*, Chen J, Huang C, Wang Y, Huang X
   Text-centered cross-sample fusion network for multimodal sentiment analysis
   Multimedia Systems, 2024, 30(4): 228
   🔗 PDF | 🌐 DOI
   SCI, IF: 3.5, Q3

9. Huang Q*, Chen J
   xLSTM-FER: Enhancing Student Expression Recognition with Extended Vision Long Short-Term Memory Network
   Asia-Pacific Web (APWeb) & WAIM 2024, 249-259
   🔗 PDF | 🌐 DOI
   EI

Note: * indicates corresponding author