Jiancheng Lv

66 papers · 2019–2025 · 14 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (6) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (9) 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) 🌍 Conference Polyglot (14) 🤝 Dynamic Duo (16) 🏆 Grand Slam 🔬 Deep Specialist (15) 🏆 Keyword Champion (2) ⚡ Prolific Year (14) 🗃️ Keyword Collector (318) 📈 Trend Setter 🔥 Unstoppable (7) 💎 Century Club (66)

Conferences

AAAI (11) ACL (10) CVPR (10) EMNLP (8) IJCAI (7) ICML (5) NIPS (5) IJCNLP (3) ICCV (2) ACML (1) COLING (1) ICLR (1) JMLR (1) NAACL (1)

Top co-authors

Wenqiang Lei (16) Shudong Huang (15) Dayiheng Liu (13) Xi Peng (12) Jie Fu (9) Yeyun Gong (9) Nan Duan (7) Peng Hu (7) Chen Huang (7) Hang Zhang (6)

Research topics

Keywords

multi-view clustering (11) representation learning (7) text generation (5) contrastive learning (5) neural network (4) semantic embedding (4) knowledge distillation (3) spectral clustering (3) federated learning (3) graph clustering (3) transfer learning (3) image restoration (3) text summarization (3) attention mechanism (2) metric learning (2) symbolic reasoning (2) prototype learning (2) data augmentation (2) few-shot learning (2) active learning (2)

Papers

Can Large Language Models Understand Internet Buzzwords Through User-Generated Content ACL 2025

Style Quantization for Data-Efficient GAN Training CVPR 2025

Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints CVPR 2025

PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment IJCAI 2025

DONIS: Importance Sampling for Training Physics-Informed DeepONet IJCAI 2025

Learning Dynamic Similarity by Bidirectional Hierarchical Sliding Semantic Probe for Efficient Text Video Retrieval AAAI 2025

Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment AAAI 2025

LiD-FL: Towards List-Decodable Federated Learning AAAI 2025

Multi-view Granular-ball Contrastive Clustering AAAI 2025

Aligning Information Capacity Between Vision and Language via Dense-to-Sparse Feature Distillation for Image-Text Matching ICCV 2025

How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond ACL 2025

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts ACL 2025

Multi-View Clustering by Inter-cluster Connectivity Guided Reward ICML 2024

IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization NIPS 2024

Create! Don’t Repeat: A Paradigm Shift in Multi-Label Augmentation through Label Creative Generation NAACL 2024

Knowledge Enhanced Pre-training for Cross-lingual Dense Retrieval COLING 2024

Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model EMNLP 2024

ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation ACL 2024

With a Little Help from Language: Semantic Enhanced Visual Prototype Framework for Few-Shot Learning IJCAI 2024

MS$^3$D: A RG Flow-Based Regularization for GAN Training with Limited Data ICML 2024

Robust Contrastive Multi-view Kernel Clustering IJCAI 2024

Image Clustering with External Guidance ICML 2024

Zero-Shot Aerial Object Detection with Visual Description Regularization AAAI 2024

An Effective Augmented Lagrangian Method for Fine-Grained Multi-View Optimization AAAI 2024

Near-Optimal Resilient Aggregation Rules for Distributed Learning Using 1-Center and 1-Mean Clustering with Outliers AAAI 2024

Towards Equipping Transformer with the Ability of Systematic Compositionality AAAI 2024

Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach EMNLP 2023

PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning. NIPS 2023

Metric Multi-View Graph Clustering AAAI 2023

Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals ACL 2023

GWQ: Group-Wise Quantization Framework for Neural Networks ACML 2023

Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric CVPR 2023

Rethinking Image Super Resolution From Long-Tailed Distribution Learning Perspective CVPR 2023

Sample-Level Multi-View Graph Clustering CVPR 2023

Comprehensive and Delicate: An Efficient Transformer for Image Restoration CVPR 2023

Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation EMNLP 2023

Dynamic Voting for Efficient Reasoning in Large Language Models EMNLP 2023

Noisy Pair Corrector for Dense Retrieval EMNLP 2023

Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence ICCV 2023

Lifelong Multi-view Spectral Clustering IJCAI 2023

Multi-Scale Adaptive Network for Single Image Denoising NIPS 2022

Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification CVPR 2022

Multi-View Clustering on Topological Manifold AAAI 2022

Multi-view Subspace Clustering on Topological Manifold NIPS 2022

XAI Beyond Classification: Interpretable Neural Clustering JMLR 2022

Adversarial Retriever-Ranker for Dense Text Retrieval ICLR 2022

Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition EMNLP 2022

Abstract Rule Learning for Paraphrase Generation IJCAI 2022

All-in-One Image Restoration for Unknown Corruption CVPR 2022

COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction CVPR 2021

Poolingformer: Long Document Modeling with Pooling Attention ICML 2021

GLGE: A New General Language Generation Evaluation Benchmark IJCNLP 2021

POS-Constrained Parallel Decoding for Non-autoregressive Generation ACL 2021

TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance IJCNLP 2021

TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance ACL 2021

GLGE: A New General Language Generation Evaluation Benchmark ACL 2021

POS-Constrained Parallel Decoding for Non-autoregressive Generation IJCNLP 2021

Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation EMNLP 2020

Partially View-aligned Clustering NIPS 2020

Learning Event-Based Motion Deblurring CVPR 2020

RikiNet: Reading Wikipedia Pages for Natural Question Answering ACL 2020

Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning AAAI 2020

Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space EMNLP 2020

Multi-view Spectral Clustering Network IJCAI 2019

COMIC: Multi-view Clustering Without Parameter Selection ICML 2019

TIGS: An Inference Algorithm for Text Infilling with Gradient Search ACL 2019