Huang, Jiani

1. Scallop: A Language for Neurosymbolic Programming
   2023/04/10 by Ziyang Li, Jiani Huang, Li, Ziyang +3 · 10 citations
   Materials Science · #Machine Learning in Materials Science
2. Graph Machine Learning in the Era of Large Language Models (LLMs)
   2024/04/23 by Shijie Wang, Jiani Huang, Fan, Wenqi +19 · 1 voice · 6 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #cs.AI #cs.CL #cs.LG #cs.SI
3. Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming
   2023/05/05 by Hanlin Zhang, Jiani Huang, Zhang, Hanlin +7 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. LASER: A Neuro-Symbolic Framework for Learning Spatial-Temporal Scene Graphs with Weak Supervision
   2023/04/15 by Jiani Huang, Ziyang Li, Huang, Jiani +5 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
5. Space-aware Socioeconomic Indicator Inference with Heterogeneous Graphs
   2024/05/23 by Xingchen Zou, Jiani Huang, Zou, Xingchen +13 · 1 citation
   Social Sciences · Computer Science · #Geographic Information Systems Studies #Advanced Graph Neural Networks #Text and Document Classification Technologies
6. TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games
   2025/05/21 by Yuan, Yuan, He, Muyu, Shahid, Muhammad Adil +3 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. MR.Rec: Synergizing Memory and Reasoning for Personalized Recommendation Assistant with LLMs
   2025/10/16 by Huang, Jiani, Zou, Xingchen, Xia, Lianghao +1 · 2 citations
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)
8. Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs
   2025/03/12 by Huang, Jiani, Wang, Shijie, Ning, Liang-bo +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)