← Authors

Long Chen

107 papers · 2015–2026 · 16 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (10) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (140) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (16) 🏠 Conference Loyalist (20) 🀝 Dynamic Duo (29) πŸ”¬ Deep Specialist (25) πŸ† Keyword Champion (5) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ—ƒοΈ Keyword Collector (398) πŸš€ Conference Pioneer πŸ’Ž Century Club (99) πŸ”₯ Unstoppable (11) πŸ“ˆ Trend Setter ⚑ Prolific Year (15)

Conferences

AAAI (20) CVPR (18) ICLR (12) EMNLP (11) ECCV (8) ACL (7) NIPS (7) ICML (5) IJCAI (5) ICCV (4) ACML (3) IJCNLP (2) INTERSPEECH (2) AACL (1) CORL (1) JMLR (1)

Top co-authors

Jun Xiao (29) Hanwang Zhang (12) Shih-fu Chang (11) Kun Kuang (8) Jiahui Li (7) Ziyu Guan (6) Lin Li (6) Yulei Niu (6) Jian Shao (6) Wei Liu (6)

Research topics

Analysis (1)

Keywords

multimodal learning (9) vision-language model (7) large language model (6) video localization (5) graph neural network (5) autonomous driving (5) video grounding (4) vision language model (4) attention mechanism (4) scene graph generation (4) video understanding (4) visual grounding (4) diffusion model (4) temporal localization (4) weakly supervised learning (4) knowledge distillation (4) object detection (4) few-shot learning (3) reinforcement learning (3) visual question answering (3)

Papers

VILTA: A VLM-in-the-Loop Adversary for Enhancing Driving Policy Robustness AAAI 2026
What You See Is What You Reach: Towards Spatial Navigation with High-Level Human Instructions AAAI 2026
Personalize Your Gaussian: Consistent 3D Scene Personalization from a Single Image AAAI 2026
LAS: Loss-less ANN-SNN Conversion for Fully Spike-Driven Large Language Models AAAI 2026
Enhancing Diffusion Policies with Distribution-Matching Generator in Offline Reinforcement Learning AAAI 2026
Spatial-Frequency Spiking Neural Network for Underwater Object Detection AAAI 2026
Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning AAAI 2026
Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension AAAI 2026
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection ICLR 2025
DisPose: Disentangling Pose Guidance for Controllable Human Image Animation ICLR 2025
3D Annotation-Free Learning by Distilling 2D Open-Vocabulary Segmentation Models for Autonomous Driving AAAI 2025
Learning Causal Transition Matrix for Instance-dependent Label Noise AAAI 2025
Open-World Multimodal Understanding and Generation with Efficiently Finetuned Foundation Models AAAI 2025
CLIPDrag: Combining Text-based and Drag-based Instructions for Image Editing ICLR 2025
Accelerated Over-Relaxation Heavy-Ball Method: Achieving Global Accelerated Convergence with Broad Generalization ICLR 2025
Multi-Resolution Decomposable Diffusion Model for Non-Stationary Time Series Anomaly Detection ICLR 2025
Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning ICCV 2025
Nautilus: Locality-aware Autoencoder for Scalable Mesh Generation ICCV 2025
Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings ACL 2025
Cross-lingual Multimodal Sentiment Analysis for Low-Resource Languages via Language Family Disentanglement and Rethinking Transfer ACL 2025
Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards CVPR 2025
RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution EMNLP 2025
SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment CVPR 2025
IterIS: Iterative Inference-Solving Alignment for LoRA Merging CVPR 2025
CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation CVPR 2025
Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification CVPR 2025
Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning CVPR 2025
Event-Customized Image Generation ICML 2025
Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing ICML 2025
Optimizing Language Models with Fair and Stable Reward Composition in Reinforcement Learning EMNLP 2024
LLMs Can Evolve Continually on Modality for $\mathbb{X}$-Modal Reasoning NIPS 2024
$\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation NIPS 2024
SoundCount: Sound Counting from Raw Audio with Dyadic Decomposition Neural Network AAAI 2024
Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities AAAI 2024
RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter ACL 2024
Chain Association-based Attacking and Shielding Natural Language Processing Systems ACML 2024
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory CVPR 2024
Distributionally Generative Augmentation for Fair Facial Attribute Classification CVPR 2024
View-Consistent 3D Editing with Gaussian Splatting ECCV 2024
DECap: Towards Generalized Explicit Caption Editing via Diffusion Mechanism ECCV 2024
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning ECCV 2024
An Efficient and Effective Transformer Decoder-Based Framework for Multi-Task Visual Grounding ECCV 2024
Generative End-to-End Autonomous Driving ECCV 2024
LingoQA: Video Question Answering for Autonomous Driving ECCV 2024
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos ICLR 2024
Towards efficient deep spiking neural networks construction with spiking activity based pruning ICML 2024
ClothPPO: A Proximal Policy Optimization Enhancing Framework for Robotic Cloth Manipulation with Observation-Aligned Action Spaces IJCAI 2024
Discrepancy-Guided Reconstruction Learning for Image Forgery Detection IJCAI 2023
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond EMNLP 2023
Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models EMNLP 2023
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023
Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models NIPS 2023
Compositional Feature Augmentation for Unbiased Scene Graph Generation ICCV 2023
Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs ACL 2023
Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection ICLR 2023
Video Scene Graph Generation from Single-Frame Weak Supervision ICLR 2023
Transformer Meets Boundary Value Inverse Problems ICLR 2023
TempCLR: Temporal Alignment Representation with Contrastive Learning ICLR 2023
Fairness-aware Contrastive Learning with Partially Annotated Sensitive Attributes ICLR 2023
Two Heads are Better Than One: A Simple Exploration Framework for Efficient Multi-Agent Reinforcement Learning NIPS 2023
Progressive Deep Multi-View Comprehensive Representation Learning AAAI 2023
Iterative Proposal Refinement for Weakly-Supervised Video Grounding CVPR 2023
Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning ICML 2022
Respecting Transfer Gap in Knowledge Distillation NIPS 2022
Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification INTERSPEECH 2022
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention ICLR 2022
Rethinking Data Augmentation for Robust Visual Question Answering ECCV 2022
Classification-Then-Grounding: Reformulating Video Scene Graphs As Temporal Bipartite Graphs CVPR 2022
Weakly-Supervised Temporal Article Grounding EMNLP 2022
A Frame-Based Model of Inherent Polysemy, Copredication and Argument Coercion AACL 2022
AutoMine: An Unmanned Mine Dataset CVPR 2022
Rethinking the Two-Stage Framework for Grounded Situation Recognition AAAI 2022
Rethinking Multi-Modal Alignment in Multi-Choice VideoQA from Feature and Sample Perspectives EMNLP 2022
Explicit Image Caption Editing ECCV 2022
Few-Shot Object Detection With Fully Cross-Transformer CVPR 2022
The Devil Is in the Labels: Noisy Label Correction for Robust Scene Graph Generation CVPR 2022
Boundary Proposal Network for Two-stage Natural Language Video Localization AAAI 2021
Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding AAAI 2021
FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention NIPS 2021
On Pursuit of Designing Multi-modal Transformer for Video Grounding EMNLP 2021
Graph-Based Label Propagation for Semi-Supervised Speaker Identification INTERSPEECH 2021
Human-Like Controllable Image Captioning With Verb-Specific Semantic Roles CVPR 2021
Natural Language Video Localization with Learnable Moment Proposals EMNLP 2021
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework ICML 2021
Question-Driven Purchasing Propensity Analysis for Recommendation AAAI 2020
One Thousand and One Hours: Self-driving Motion Prediction Dataset CORL 2020
Distinguish Confusing Law Articles for Legal Judgment Prediction ACL 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering CVPR 2020
Cross-View Tracking for Multi-Human 3D Pose Estimation at Over 100 FPS CVPR 2020
Deep Dynamic Boosted Forest ACML 2020
Trading Personalization for Accuracy: Data Debugging in Collaborative Filtering NIPS 2020
Rethinking the Bottom-Up Framework for Query-Based Video Localization AAAI 2020
DEBUG: A Dense Bottom-Up Grounding Approach for Natural Language Video Localization IJCNLP 2019
Counterfactual Critic Multi-Agent Training for Scene Graph Generation ICCV 2019
DEBUG: A Dense Bottom-Up Grounding Approach for Natural Language Video Localization EMNLP 2019
Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data ACL 2019
MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions IJCAI 2019
Answer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks AAAI 2019
Tag-based Weakly-supervised Hashing for Image Retrieval IJCAI 2018
ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian Detection ACML 2018
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks CVPR 2018
Maximum Principle Based Algorithms for Deep Learning JMLR 2018
SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning CVPR 2017
Weakly-Supervised Deep Learning for Customer Review Sentiment Classification IJCAI 2016
Learning Bilingual Sentiment Word Embeddings for Cross-language Sentiment Classification IJCNLP 2015
Learning Bilingual Sentiment Word Embeddings for Cross-language Sentiment Classification ACL 2015