Ji Zhang

Talking Trails: LLM-Enhanced Spatiotemporal Trajectory Modeling for E-Bike Delivery Route Planning AAAI 2026 ProFuser: Progressive Fusion of Large Language Models AAAI 2026 MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding ACL 2026 LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation ACL 2026 Hierarchical Attention Network with Correction for Cross-Domain User Association AAAI 2026 MOSAIC: Generating Consistent, Privacy-Preserving Scenes from Multiple Depth Views in Multi-Room Environments ICCV 2025 Speculative Decoding for Multi-Sample Inference EMNLP 2025 OccLoff: Learning Optimized Feature Fusion for 3D Occupancy Prediction WACV 2025 Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator NAACL 2025 SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025 Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves CVPR 2025 A Simple yet Effective Layout Token in Large Language Models for Document Understanding CVPR 2025 AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization CVPR 2025 MTCNet: Motion and Topology Consistency Guided Learning for Mitral Valve Segmentation in 4D Ultrasound MICCAI 2025 mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025 DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check ACL 2025 Filling the Missings: Spatiotemporal Data Imputation by Conditional Diffusion IJCAI 2025 Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation ACL 2025 Score as Action: Fine Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning ICML 2025 EGPlace: An Efficient Macro Placement Method via Evolutionary Search with Greedy Repositioning Guided Mutation ICML 2025 Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models ICML 2025 mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models ICLR 2025 Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration NIPS 2024 MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model NIPS 2024 TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024 Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion ACL 2024 Model Composition for Multimodal Large Language Models ACL 2024 SocialBench: Sociality Evaluation of Role-Playing Conversational Agents ACL 2024 Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction ACL 2024 Budget-Constrained Tool Learning with Planning ACL 2024 PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs ACL 2024 CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment ACL 2024 Evaluating ChatNetZero, an LLM-Chatbot to Demystify Climate Pledges ACL 2024 IAD: In-Context Learning Ability Decoupler of Large Language Models in Meta-Training COLING 2024 Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training COLING 2024 Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval COLING 2024 mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration CVPR 2024 Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024 DePT: Decoupled Prompt Tuning CVPR 2024 SubT-MRS Dataset: Pushing SLAM Towards All-weather Environments CVPR 2024 TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging EMNLP 2024 Small LLMs Are Weak Tool Learners: A Multi-LLM Agent EMNLP 2024 A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models EMNLP 2024 MIBench: Evaluating Multimodal Large Language Models over Multiple Images EMNLP 2024 mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding EMNLP 2024 Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation IJCAI 2024 From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News IJCAI 2024 DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation INTERSPEECH 2024 Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models INTERSPEECH 2024 MCC-KD: Multi-CoT Consistent Knowledge Distillation EMNLP 2023 Self-Supervised Category-Level Articulated Object Pose Estimation with Part-Level SE(3) Equivariance ICLR 2023 Active Velocity Estimation using Light Curtains via Self-Supervised Multi-Armed Bandits RSS 2023 UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023 ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models EMNLP 2023 Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023 DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations ACL 2023 A Closer Look at Few-shot Classification Again ICML 2023 mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video ICML 2023 Improving Seq2Seq Grammatical Error Correction via Decoding Interventions EMNLP 2023 DETA: Denoised Task Adaptation for Few-Shot Learning ICCV 2023 HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training ICCV 2023 ContrastMotion: Self-supervised Scene Motion Learning for Large-Scale LiDAR Point Clouds IJCAI 2023 MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification NAACL 2022 Continual Few-shot Intent Detection COLING 2022 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022 Shifting More Attention to Visual Backbone: Query-Modulated Refinement Networks for End-to-End Visual Grounding CVPR 2022 Logit Perturbation AAAI 2022 DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning IJCAI 2022 Incorporating Causal Analysis into Diversified and Logical Response Generation COLING 2022 i3dLoc: Image-to-range Cross-domain Localization Robust to Inconsistent Environmental Conditions RSS 2021 Turn-Level User Satisfaction Estimation in E-commerce Customer Service ACL 2021 KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021 Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss CVPR 2021 AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss IJCAI 2021 MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events IJCAI 2021 Testing Independence Between Linear Combinations for Causal Discovery AAAI 2021 KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference IJCNLP 2021 Turn-Level User Satisfaction Estimation in E-commerce Customer Service IJCNLP 2021 Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision EMNLP 2021 TARE: A Hierarchical Framework for Efficiently Exploring Complex 3D Environments RSS 2021 Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication COLING 2020 A Deep Cascade Model for Multi-Document Reading Comprehension AAAI 2019 Large-Scale Visual Relationship Understanding AAAI 2019 Graphical Contrastive Losses for Scene Graph Parsing CVPR 2019 Semi-Autoregressive Neural Machine Translation EMNLP 2018 Relationship Proposal Networks CVPR 2017 LOAM: Lidar Odometry and Mapping in Real-time RSS 2014