Jia Li

BAG: Benchmarking Anomaly Detection on Dynamic Graphs AAAI 2026 MedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification AAAI 2026 CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer ICLR 2025 Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations COLING 2025 Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models EMNLP 2025 GraphArena: Evaluating and Exploring Large Language Models on Graph Computation ICLR 2025 How does Misinformation Affect Large Language Model Behaviors and Preferences? ACL 2025 IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck ICML 2025 InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization ICLR 2025 MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning IJCAI 2025 Parameter-Efficient Fine-Tuning via Circular Convolution ACL 2025 RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning ACL 2025 Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps ACL 2025 S2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning ACL 2025 SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark ICLR 2025 A Survey of Graph Meets Large Language Model: Progress and Future Directions IJCAI 2024 All in One: Multi-task Prompting for Graph Neural Networks (Extended Abstract) IJCAI 2024 Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations EMNLP 2024 ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024 Deep Reinforcement Learning for Modelling Protein Complexes ICLR 2024 From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting ACL 2024 GLBench: A Comprehensive Benchmark for Graph with Large Language Models NeurIPS 2024 Parameter-Efficient Fine-Tuning with Discrete Fourier Transform ICML 2024 ProG: A Graph Prompt Learning Benchmark NeurIPS 2024 Protein Multimer Structure Prediction via Prompt Learning ICLR 2024 SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases ICLR 2024 Towards Stable Representations for Protein Interface Prediction NeurIPS 2024 UniGAD: Unifying Multi-level Graph Anomaly Detection NeurIPS 2024 A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data ICLR 2023 A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment ACL 2023 Alleviating Over-smoothing for Unsupervised Sentence Representation ACL 2023 Alleviating tiling effect by random walk sliding window in high-resolution histological whole slide image synthesis MIDL 2023 Deep Insights into Noisy Pseudo Labeling on Graph Data NeurIPS 2023 GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection NeurIPS 2023 Handling Missing Data via Max-Entropy Regularized Graph Autoencoder AAAI 2023 Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax AAAI 2023 Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters EMNLP 2023 Natural Response Generation for Chinese Reading Comprehension EMNLP 2023 Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension EMNLP 2023 Structural Contrastive Pretraining for Cross-Lingual Comprehension ACL 2023 Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning AAAI 2023 Rethinking Graph Neural Networks for Anomaly Detection ICML 2022 Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoiréing ECCV 2022 Video Demoireing With Relation-Based Temporal Consistency CVPR 2022 Deconvolutional Networks on Graph Data NeurIPS 2021 Dirichlet Graph Variational Autoencoder NeurIPS 2020