Ji Zhang

85 papers · 2014–2026 · 16 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (16) 🏃 Academic Marathon (11) 🌈 Renaissance Researcher (9) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (34) 🏆 Grand Slam 👥 Mega-Team (21) 🔬 Deep Specialist (26) 🧬 Topic Evolution 🏆 Keyword Champion (2) ⚡ Prolific Year (17) 📈 Trend Setter 🔥 Unstoppable (9) 🗃️ Keyword Collector (375) 💎 Century Club (82) 🚀 Conference Pioneer

Conferences

ACL (15) EMNLP (13) CVPR (12) AAAI (8) IJCAI (7) COLING (6) ICML (5) RSS (4) ICCV (3) ICLR (2) IJCNLP (2) INTERSPEECH (2) NAACL (2) NIPS (2) MICCAI (1) WACV (1)

Top co-authors

Ming Yan (35) Fei Huang (29) Haiyang Xu (19) Jiabo Ye (10) Chenliang Li (9) Qinghao Ye (8) Anwen Hu (6) Haiqing Chen (6) Jingren Zhou (6) Yang Liu (6)

Keywords

large language model (17) contrastive learning (10) multimodal large language model (9) multimodal learning (8) knowledge distillation (6) language model (5) representation learning (4) in-context learning (4) dialogue system (4) transfer learning (4) self-supervised learning (4) few-shot learning (4) text generation (3) visual relationship (3) document understanding (3) vision-language model (3) mathematical reasoning (3) visual question answering (3) data augmentation (3) benchmark evaluation (2)

Papers

ProFuser: Progressive Fusion of Large Language Models AAAI 2026

Talking Trails: LLM-Enhanced Spatiotemporal Trajectory Modeling for E-Bike Delivery Route Planning AAAI 2026

Hierarchical Attention Network with Correction for Cross-Domain User Association AAAI 2026

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

OccLoff: Learning Optimized Feature Fusion for 3D Occupancy Prediction WACV 2025

MOSAIC: Generating Consistent, Privacy-Preserving Scenes from Multiple Depth Views in Multi-Room Environments ICCV 2025

Speculative Decoding for Multi-Sample Inference EMNLP 2025

AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization CVPR 2025

A Simple yet Effective Layout Token in Large Language Models for Document Understanding CVPR 2025

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator NAACL 2025

MTCNet: Motion and Topology Consistency Guided Learning for Mitral Valve Segmentation in 4D Ultrasound MICCAI 2025

Filling the Missings: Spatiotemporal Data Imputation by Conditional Diffusion IJCAI 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

Score as Action: Fine Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning ICML 2025

DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check ACL 2025

mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025

Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation ACL 2025

EGPlace: An Efficient Macro Placement Method via Evolutionary Search with Greedy Repositioning Guided Mutation ICML 2025

mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration CVPR 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

Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration NIPS 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

Improving Seq2Seq Grammatical Error Correction via Decoding Interventions EMNLP 2023

Active Velocity Estimation using Light Curtains via Self-Supervised Multi-Armed Bandits RSS 2023

DETA: Denoised Task Adaptation for Few-Shot Learning ICCV 2023

HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training ICCV 2023

Self-Supervised Category-Level Articulated Object Pose Estimation with Part-Level SE(3) Equivariance ICLR 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

Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023

ContrastMotion: Self-supervised Scene Motion Learning for Large-Scale LiDAR Point Clouds IJCAI 2023

DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations ACL 2023

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models EMNLP 2023

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023

MCC-KD: Multi-CoT Consistent Knowledge Distillation EMNLP 2023

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022

Continual Few-shot Intent Detection COLING 2022

Logit Perturbation AAAI 2022

Incorporating Causal Analysis into Diversified and Logical Response Generation COLING 2022

Shifting More Attention to Visual Backbone: Query-Modulated Refinement Networks for End-to-End Visual Grounding CVPR 2022

MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification NAACL 2022

DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning IJCAI 2022

Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss CVPR 2021

TARE: A Hierarchical Framework for Efficiently Exploring Complex 3D Environments RSS 2021

i3dLoc: Image-to-range Cross-domain Localization Robust to Inconsistent Environmental Conditions RSS 2021

Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision EMNLP 2021

Turn-Level User Satisfaction Estimation in E-commerce Customer Service ACL 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 ACL 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

Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication COLING 2020

Large-Scale Visual Relationship Understanding AAAI 2019

A Deep Cascade Model for Multi-Document Reading Comprehension 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