Liang Zhang

73 papers · 2008–2026 · 15 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (15) 🐝 Cross-Pollinator (15) 🏃 Academic Marathon (17) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🌈 Renaissance Researcher (10) 🤝 Dynamic Duo (14) 👑 Triple Crown 🏆 Keyword Champion 🏆 Grand Slam 🔬 Deep Specialist (16) 🚀 Conference Pioneer 🔥 Unstoppable (10) ⚡ Prolific Year (15) ❓ The Questioner (2) 🗃️ Keyword Collector (333) 💎 Century Club (69)

Conferences

AAAI (12) EMNLP (10) ACL (9) NIPS (9) ICCV (7) IJCAI (6) CVPR (4) MICCAI (4) ICML (3) COLING (2) ICLR (2) NAACL (2) AISTATS (1) ECCV (1) WACV (1)

Top co-authors

Jinsong Su (14) Qin Jin (13) Anwen Hu (10) Yidong Chen (10) Guangming Zhu (8) Biao Fu (7) Niao He (6) Xin Yang (5) Xiaodong Shi (5) Zihao Yue (4)

Research topics

Differential Privacy (1)

Keywords

large language model (8) multimodal learning (8) sign language translation (5) knowledge distillation (5) attention mechanism (5) reinforcement learning (4) minimax optimization (3) neural network (3) contrastive learning (3) relation extraction (3) document-level relation extraction (3) vision-language model (3) point cloud (3) semantic segmentation (3) text generation (3) multimodal large language model (3) few-shot learning (2) multi-modal learning (2) document understanding (2) video understanding (2)

Papers

ChartEditor: A Reinforcement Learning Framework for Robust Chart Editing AAAI 2026

SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache AAAI 2026

FDC-Ground: Improving GRPO for GUI Grounding via Exponential Rewards and Fact-Aligned Pruning AAAI 2026

Promptus: Can Prompt Streaming Replace Video Streaming AAAI 2026

VoteSplat: Hough Voting Gaussian Splatting for 3D Scene Understanding ICCV 2025

ISAC: Redefining the Vascular Segmentation Paradigm through Mask Completion for Cross-Domain Generalization MICCAI 2025

LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025

A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection EMNLP 2025

Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding ICCV 2025

Dynamic Feature Fusion for Sign Language Translation Using HyperNetworks NAACL 2025

A Multi-Branch Framework for Cross-Domain Vessel Segmentation via the Few-Shot Paradigm MICCAI 2025

Merging Mechanisms for Ads and Organic Items in E-commerce Platforms AAAI 2025

Adversarial Contrastive Graph Augmentation with Counterfactual Regularization AAAI 2025

Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference EMNLP 2025

How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark EMNLP 2025

SR-SAM: Subspace Regularization for Domain Generalization of Segment Anything Model MICCAI 2025

TemSAM: Temporal-aware Segment Anything Model for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences MICCAI 2025

Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion ICML 2025

Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025

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

A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025

LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline ACL 2025

On the Crucial Role of Initialization for Matrix Factorization ICLR 2025

Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment AAAI 2024

Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems NIPS 2024

Enhance Sketch Recognition’s Explainability via Semantic Component-Level Parsing AAAI 2024

Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models ACL 2024

Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective ACL 2024

Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing ACL 2024

Generalization Bounds of Nonconvex-(Strongly)-Concave Stochastic Minimax Optimization AISTATS 2024

Adaptive Simultaneous Sign Language Translation with Confident Translation Length Estimation COLING 2024

MobileNVC: Real-Time 1080p Neural Video Compression on a Mobile Device WACV 2024

Language Model Guided Interpretable Video Action Reasoning CVPR 2024

DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition ECCV 2024

TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging EMNLP 2024

One2Set + Large Language Model: Best Partners for Keyphrase Generation EMNLP 2024

Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP 2024

mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding EMNLP 2024

Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural Networks ICLR 2024

DPZero: Private Fine-Tuning of Language Models without Backpropagation ICML 2024

Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation NAACL 2024

HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023

Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization NIPS 2023

Exploring Effective Inter-Encoder Semantic Interaction for Document-Level Relation Extraction IJCAI 2023

MPMQA: Multimodal Question Answering on Product Manuals AAAI 2023

FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation ICCV 2023

3D Spatial Multimodal Knowledge Accumulation for Scene Graph Prediction in Point Cloud CVPR 2023

TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models ICCV 2023

Explore and Tell: Embodied Visual Captioning in 3D Environments ICCV 2023

Accommodating Audio Modality in CLIP for Multimodal Processing AAAI 2023

Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood Estimation NIPS 2023

Movie101: A New Movie Understanding Benchmark ACL 2023

UE4-NeRF:Neural Radiance Field for Real-Time Rendering of Large-Scale Scene NIPS 2023

InfoMetIC: An Informative Metric for Reference-free Image Caption Evaluation ACL 2023

Efficient Sign Language Translation with a Curriculum-based Non-autoregressive Decoder IJCAI 2023

Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction AAAI 2023

FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting IJCAI 2022

Learning From Pixel-Level Noisy Label: A New Perspective for Light Field Saliency Detection CVPR 2022

Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control ICML 2022

Towards Better Document-level Relation Extraction via Iterative Inference EMNLP 2022

Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization NIPS 2022

Multi-Lingual Acquisition on Multimodal Pre-training for Cross-modal Retrieval NIPS 2022

Real-Time Vanishing Point Detector Integrating Under-Parameterized RANSAC and Hough Transform ICCV 2021

Free-Form Description Guided 3D Visual Graph Network for Object Grounding in Point Cloud ICCV 2021

An Attention-based Model for Conversion Rate Prediction with Delayed Feedback via Post-click Calibration IJCAI 2020

On Vocabulary Reliance in Scene Text Recognition CVPR 2020

How does Weight Correlation Affect Generalisation Ability of Deep Neural Networks? NIPS 2020

SepNE: Bringing Separability to Network Embedding AAAI 2019

GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks IJCAI 2019

Attention in Convolutional LSTM for Gesture Recognition NIPS 2018

Adaptively Unified Semi-supervised Learning for Cross-Modal Retrieval IJCAI 2017

Hashtag Recommendation with Topical Attention-Based LSTM COLING 2016

Fast Computation of Posterior Mode in Multi-Level Hierarchical Models NIPS 2008