Jia Li

Toward Gaze Target Detection of Young Autistic Children AAAI 2026 I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing ACL 2026 Agent Journey Beyond RGB: Hierarchical Semantic-Spatial Representation Enrichment for Vision-and-Language Navigation AAAI 2026 DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt AAAI 2026 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 Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses ACL 2026 KoCo-Bench: Can Large Language Models Leverage Domain Knowledge in Software Development? ACL 2026 Do Audio-Visual Segmentation Models Truly Segment Sounding Objects? AAAI 2026 From Laboratory to Real-World Applications: Benchmarking Agentic Code Reasoning at the Repository Level ACL 2026 Planning-Guided Tutoring with Assessment-Driven Memory for Pedagogical LLM Tutors ACL 2026 InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization ICLR 2025 SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark ICLR 2025 Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models EMNLP 2025 FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation ICCV 2025 CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer ICLR 2025 Holistic Correction with Object Prototype for Video Object Segmentation AAAI 2025 FreeGen: Bridging Visual-Linguistic Discrepancies Towards Diffusion-based Pixel-level Data Synthesis AAAI 2025 Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval AAAI 2025 A Comprehensive Evaluation on Event Reasoning of Large Language Models AAAI 2025 Fair Text-to-Image Diffusion via Fair Mapping AAAI 2025 GraphArena: Evaluating and Exploring Large Language Models on Graph Computation ICLR 2025 IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck ICML 2025 Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning CVPR 2025 MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning IJCAI 2025 Zeroth-Order Fine-Tuning of LLMs in Random Subspaces ICCV 2025 ForCenNet: Foreground-Centric Network for Document Image Rectification ICCV 2025 TCFG: Truncated Classifier-Free Guidance for Efficient and Scalable Text-to-Image Acceleration ICCV 2025 How does Misinformation Affect Large Language Model Behaviors and Preferences? ACL 2025 S2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning ACL 2025 One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments ACL 2025 Benchmarking Long-Context Language Models on Long Code Understanding ACL 2025 Parameter-Efficient Fine-Tuning via Circular Convolution ACL 2025 Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps ACL 2025 Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points ACL 2025 RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning ACL 2025 Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations COLING 2025 Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025 SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases ICLR 2024 ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons NIPS 2024 EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations NIPS 2024 Towards Stable Representations for Protein Interface Prediction NIPS 2024 ProG: A Graph Prompt Learning Benchmark NIPS 2024 ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer NIPS 2024 4-bit Shampoo for Memory-Efficient Network Training NIPS 2024 UniGAD: Unifying Multi-level Graph Anomaly Detection NIPS 2024 Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models AAAI 2024 Learning Performance Maximizing Ensembles with Explainability Guarantees AAAI 2024 CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024 DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories ACL 2024 From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting ACL 2024 All in One: Multi-task Prompting for Graph Neural Networks (Extended Abstract) IJCAI 2024 How to Use Diffusion Priors under Sparse Views? NIPS 2024 Neural Super-Resolution for Real-time Rendering with Radiance Demodulation CVPR 2024 Segment Every Out-of-Distribution Object CVPR 2024 A Survey of Graph Meets Large Language Model: Progress and Future Directions IJCAI 2024 GLBench: A Comprehensive Benchmark for Graph with Large Language Models NIPS 2024 Parameter-Efficient Fine-Tuning with Discrete Fourier Transform ICML 2024 ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024 Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations EMNLP 2024 Deep Reinforcement Learning for Modelling Protein Complexes ICLR 2024 Protein Multimer Structure Prediction via Prompt Learning ICLR 2024 EventRPG: Event Data Augmentation with Relevance Propagation Guidance ICLR 2024 Handling Missing Data via Max-Entropy Regularized Graph Autoencoder AAAI 2023 Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning AAAI 2023 GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection NIPS 2023 Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters EMNLP 2023 A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment ACL 2023 Alleviating tiling effect by random walk sliding window in high-resolution histological whole slide image synthesis MIDL 2023 Structural Contrastive Pretraining for Cross-Lingual Comprehension ACL 2023 Natural Response Generation for Chinese Reading Comprehension EMNLP 2023 Deep Insights into Noisy Pseudo Labeling on Graph Data NIPS 2023 Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension EMNLP 2023 TriDet: Temporal Action Detection With Relative Boundary Modeling CVPR 2023 E2NeRF: Event Enhanced Neural Radiance Fields from Blurry Images ICCV 2023 A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data ICLR 2023 Alleviating Over-smoothing for Unsupervised Sentence Representation ACL 2023 Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax AAAI 2023 Self-Edit: Fault-Aware Code Editor for Code Generation ACL 2023 ReAct: Temporal Action Detection with Relational Queries ECCV 2022 Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively NIPS 2022 Retinomorphic Object Detection in Asynchronous Visual Streams AAAI 2022 ConTinTin: Continual Learning from Task Instructions ACL 2022 Pyramid Grafting Network for One-Stage High Resolution Saliency Detection CVPR 2022 Video Demoireing With Relation-Based Temporal Consistency CVPR 2022 Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoiréing ECCV 2022 Rethinking Graph Neural Networks for Anomaly Detection ICML 2022 Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain ICCV 2021 CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers ICLR 2021 Transformer-Based Dual Relation Graph for Multi-Label Image Recognition ICCV 2021 Deconvolutional Networks on Graph Data NIPS 2021 FaceInpainter: High Fidelity Face Adaptation to Heterogeneous Domains CVPR 2021 Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection CVPR 2021 A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters JMLR 2021 Graph-Based High-Order Relation Discovery for Fine-Grained Recognition CVPR 2021 Pyramidal Feature Shrinking for Salient Object Detection AAAI 2021 Heterogeneous Relational Complement for Vehicle Re-Identification ICCV 2021 Ultrafast Video Attention Prediction with Coupled Knowledge Distillation AAAI 2020 Local Search with Dynamic-Threshold Configuration Checking and Incremental Neighborhood Updating for Maximum k-plex Problem AAAI 2020 Dirichlet Graph Variational Autoencoder NIPS 2020 Learning Open Set Network with Discriminative Reciprocal Points ECCV 2020 Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation AAAI 2020 Harmonic Unpaired Image-to-image Translation ICLR 2019 Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning ICCV 2019 Multi-Class Part Parsing With Joint Boundary-Semantic Awareness ICCV 2019 Lifted Proximal Operator Machines AAAI 2019 Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems EMNLP 2019 Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems IJCNLP 2019 Part-Regularized Near-Duplicate Vehicle Re-Identification CVPR 2019 Selectivity or Invariance: Boundary-Aware Salient Object Detection ICCV 2019 AirDialogue: An Environment for Goal-Oriented Dialogue Research EMNLP 2018 Embedding 3D Geometric Features for Rigid Object Part Segmentation ICCV 2017 A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization ICML 2017 Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering ACL 2017 Clustering with Hidden Markov Model on Variable Blocks JMLR 2017 What Is and What Is Not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors CVPR 2017 Detecting Masked Faces in the Wild With LLE-CNNs CVPR 2017 Primary Video Object Segmentation via Complementary CNNs and Neighborhood Reversible Flow ICCV 2017 Look, Perceive and Segment: Finding the Salient Objects in Images via Two-Stream Fixation-Semantic CNNs ICCV 2017 Adversarial Sequence Tagging IJCAI 2016 A Data-Driven Metric for Comprehensive Evaluation of Saliency Models ICCV 2015 Semantic Object Segmentation via Detection in Weakly Labeled Video CVPR 2015 Forecasting Web Page Views: Methods and Observations JMLR 2008 A Nonparametric Statistical Approach to Clustering via Mode Identification JMLR 2007