← Authors

Li Zhang

192 papers · 2006–2026 · 21 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (26) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (19) 🌍 Conference Polyglot (21) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (6) 🏠 Conference Loyalist (36) 🀝 Dynamic Duo (18) πŸ‘‘ Triple Crown πŸ† Keyword Champion πŸ† Grand Slam πŸ‘₯ Mega-Team (77) πŸ”¬ Deep Specialist (20) ❓ The Questioner (2) πŸš€ Conference Pioneer ⚑ Prolific Year (41) πŸ”₯ Unstoppable (14) πŸ—ƒοΈ Keyword Collector (66) πŸ’Ž Century Club (179) πŸ“ˆ Trend Setter

Conferences

CVPR (36) AAAI (29) ECCV (17) NIPS (15) ICLR (13) ICCV (12) EMNLP (12) ACL (11) ICML (9) MICCAI (6) EACL (5) NAACL (5) COLING (4) IJCNLP (4) INTERSPEECH (4) AACL (3) ACML (2) IJCAI (2) COLT (1) AISTATS (1) WACV (1)

Top co-authors

Xiatian Zhu (18) Chris Callison-Burch (16) Hang Xu (10) Jiachen Lu (9) Yanwei Fu (9) Tao Xiang (9) Qing Lyu (8) Liu Liu (8) Shijie Zhao (7) Chun Gu (7)

Research topics

Differential Privacy (4) Computer Vision (1)

Keywords

large language model (14) few-shot learning (10) convolutional neural network (9) semantic segmentation (9) zero-shot learning (8) transfer learning (8) point cloud (7) autonomous driving (7) attention mechanism (6) differential privacy (5) text generation (5) multi-task learning (5) representation learning (4) model compression (4) neural architecture search (4) feature extraction (4) domain adaptation (4) pose estimation (4) metric learning (4) object detection (4)

Papers

VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning AAAI 2026
F2SST: Frequency-to-Spatial Semantic Transfer for Few-Shot Image Classification AAAI 2026
Exploring Category-level Articulated Object Pose Tracking on SE(3) Manifolds AAAI 2026
Perception in Plan: Coupled Perception and Planning for End-to-End Autonomous Driving AAAI 2026
Spatio-Temporal Distortion Aware Omnidirectional Video Super-Resolution AAAI 2026
Quantifying the Impact of Structured Output Format on Large Language Models through Causal Inference EACL 2026
MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis AAAI 2026
SIAM: Towards Generalizable Articulated Object Modeling via Single Robot-Object Interaction AAAI 2026
TOFA: Training-Free One-Shot Federated Adaptation for Vision-Language Models AAAI 2026
ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction AAAI 2026
EvoFMVC: Trusted Federated Multi-View Clustering with Evolutionary Fusion AAAI 2026
Collaboratively β€œCopy & Paste” 2D-3D Features for Complex Video-to-Video Motion Editing AAAI 2026
Uncertainty-Guided View-Strength-Aware Feature Utilization for Multi-View Classification AAAI 2026
Reflective Gaussian Splatting ICLR 2025
Controllable Unlearning for Image-to-Image Generative Models via $\epsilon$-Constrained Optimization ICLR 2025
GS-LiDAR: Generating Realistic LiDAR Point Clouds with Panoramic Gaussian Splatting ICLR 2025
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise ICLR 2025
Documentation Retrieval Improves Planning Language Generation AACL 2025
An Information-Theoretic Regularizer for Lossy Neural Image Compression ICCV 2025
BezierGS: Dynamic Urban Scene Reconstruction with Bezier Curve Gaussian Splatting ICCV 2025
GAVEL: Generative Attribute-Value Extraction Using LLMs on LLM-Augmented Datasets NAACL 2025
Bridging Past and Future: End-to-End Autonomous Driving with Historical Prediction and Planning CVPR 2025
IRGS: Inter-Reflective Gaussian Splatting with 2D Gaussian Ray Tracing CVPR 2025
UniScene: Unified Occupancy-centric Driving Scene Generation CVPR 2025
Improving Gaussian Splatting with Localized Points Management CVPR 2025
Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition CVPR 2025
TensoFlow: Tensorial Flow-based Sampler for Inverse Rendering CVPR 2025
ECVC: Exploiting Non-Local Correlations in Multiple Frames for Contextual Video Compression CVPR 2025
GaPT-DAR: Category-level Garments Pose Tracking via Integrated 2D Deformation and 3D Reconstruction CVPR 2025
Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans? CVPR 2025
Driving View Synthesis on Free-form Trajectories with Generative Prior ICCV 2025
Rethinking Layered Graphic Design Generation with a Top-Down Approach ICCV 2025
On the Limit of Language Models as Planning Formalizers ACL 2025
Data Interpreter: An LLM Agent for Data Science ACL 2025
DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation ACL 2025
Training Language Model to Critique for Better Refinement ACL 2025
Multi-view Graph Contrastive Learning with Dynamic Self-aware and Cross-sample Topology Augmentation for Brain Disorder Diagnosis MICCAI 2025
Metastatic Lymph Node Station Classification in Esophageal Cancer via Prior-guided Supervision and Station-Aware Mixture-of-Experts MICCAI 2025
Lymph Node Metastasis Classification with Prototype-guided Multiple Instance Aggregation and Heterogeneous Feature Fusion MICCAI 2025
DiscQuant: A Quantization Method for Neural Networks Inspired by Discrepancy Theory COLT 2025
Deep Knowledge-Infused Transformer for NSCLC Lymph Node Station Metastasis Prediction: Development of an AI-Powered Intraoperative Decision System MICCAI 2025
DroidCall: A Dataset for LLM-powered Android Intent Invocation EMNLP 2025
TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games EMNLP 2025
Natural Language Inference as a Judge: Detecting Factuality and Causality Issues in Language Model Self-Reasoning for Financial Analysis EMNLP 2025
Documentation Retrieval Improves Planning Language Generation IJCNLP 2025
Pre-defined Keypoints Promote Category-level Articulation Pose Estimation via Multi-Modal Alignment IJCAI 2025
R^2-Art: Category-Level Articulation Pose Estimation from Single RGB Image via Cascade Render Strategy AAAI 2025
Calibrating Large Language Models with Sample Consistency AAAI 2025
LoGoFair: Post-Processing for Local and Global Fairness in Federated Learning AAAI 2025
Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models ICLR 2025
ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents ICLR 2025
SCDNet: Self-supervised Learning Feature based Speaker Change Detection INTERSPEECH 2024
OpenPI2.0: An Improved Dataset for Entity Tracking in Texts EACL 2024
Personalized Video Comment Generation EMNLP 2024
TimeR4 : Time-aware Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering EMNLP 2024
WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene Generation ECCV 2024
Relightable 3D Gaussians: Realistic Point Cloud Relighting with BRDF Decomposition and Ray Tracing ECCV 2024
Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer ECCV 2024
Reason2Drive: Towards Interpretable and Chain-based Reasoning for Autonomous Driving ECCV 2024
U-COPE: Taking a Further Step to Universal 9D Category-level Object Pose Estimation ECCV 2024
MoE-DiffIR: Task-customized Diffusion Priors for Universal Compressed Image Restoration ECCV 2024
CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence NIPS 2024
DeMo: Decoupling Motion Forecasting into Directional Intentions and Dynamic States NIPS 2024
LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement AAAI 2024
NeRF-LiDAR: Generating Realistic LiDAR Point Clouds with Neural Radiance Fields AAAI 2024
CatmullRom Splines-Based Regression for Image Forgery Localization AAAI 2024
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer AAAI 2024
PDDLEGO: Iterative Planning in Textual Environments NAACL 2024
EfficientCAPER: An End-to-End Framework for Fast and Robust Category-Level Articulated Object Pose Estimation NIPS 2024
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement NIPS 2024
Tailoring with Targeted Precision: Edit-Based Agents for Open-Domain Procedure Customization ACL 2024
PROC2PDDL: Open-Domain Planning Representations from Texts ACL 2024
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts NAACL 2024
Private Learning with Public Features AISTATS 2024
Choice-75: A Dataset on Decision Branching in Script Learning COLING 2024
STEntConv: Predicting Disagreement between Reddit Users with Stance Detection and a Signed Graph Convolutional Network COLING 2024
Semi-supervised Lymph Node Metastasis Classification with Pathology-guided Label Sharpening and Two-streamed Multi-scale Fusion MICCAI 2024
An MR-Compatible Virtual Reality System for Assessing Neuronal Plasticity of Sensorimotor Neurons and Mirror Neurons MICCAI 2024
Rethinking 3D Convolution in $\ell_p$-norm Space NIPS 2024
Causal-IQA: Towards the Generalization of Image Quality Assessment Based on Causal Inference ICML 2024
BLO-SAM: Bi-level Optimization Based Finetuning of the Segment Anything Model for Overfitting-Preventing Semantic Segmentation ICML 2024
TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling ICML 2024
FrameQuant: Flexible Low-Bit Quantization for Transformers ICML 2024
Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting ICLR 2024
Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping ICLR 2024
Consistent4D: Consistent 360Β° Dynamic Object Generation from Monocular Video ICLR 2024
DG-SLAM: Robust Dynamic Gaussian Splatting SLAM with Hybrid Pose Optimization NIPS 2024
Motion Forecasting in Continuous Driving NIPS 2024
Tetrahedron Splatting for 3D Generation NIPS 2024
SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM NIPS 2024
Modular Blind Video Quality Assessment CVPR 2024
CAMixerSR: Only Details Need More "Attention" CVPR 2024
Safety Verification of Nonlinear Systems with Bayesian Neural Network Controllers AAAI 2023
SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling NIPS 2023
PolarFormer: Multi-Camera 3D Object Detection with Polar Transformer AAAI 2023
Panoramic Video Salient Object Detection with Ambisonic Audio Guidance AAAI 2023
Self-Asymmetric Invertible Network for Compression-Aware Image Rescaling AAAI 2023
Faithful Chain-of-Thought Reasoning AACL 2023
Human-in-the-loop Schema Induction ACL 2023
Exploring the Curious Case of Code Prompts ACL 2023
Generative Semantic Segmentation CVPR 2023
Train-Once-for-All Personalization CVPR 2023
Devil Is in the Queries: Advancing Mask Transformers for Real-World Medical Image Segmentation and Out-of-Distribution Localization CVPR 2023
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023
Causal Reasoning of Entities and Events in Procedural Texts EACL 2023
PARTNER: Level up the Polar Representation for LiDAR 3D Object Detection ICCV 2023
Translating Images to Road Network: A Non-Autoregressive Sequence-to-Sequence Approach ICCV 2023
SeaFormer: Squeeze-enhanced Axial Transformer for Mobile Semantic Segmentation ICLR 2023
S-NeRF: Neural Radiance Fields for Street Views ICLR 2023
Fair and Accurate Decision Making through Group-Aware Learning ICML 2023
Multi-Task Differential Privacy Under Distribution Skew ICML 2023
Faithful Chain-of-Thought Reasoning IJCNLP 2023
ImpDet: Exploring Implicit Fields for 3D Object Detection WACV 2023
Memory-Augmented Model-Driven Network for Pansharpening ECCV 2022
Accelerating Score-Based Generative Models with Preconditioned Diffusion Sampling ECCV 2022
Learning Ego 3D Representation As Ray Tracing ECCV 2022
Is β€œMy Favorite New Movie” My Favorite Movie? Probing the Understanding of Recursive Noun Phrases NAACL 2022
ONCE-3DLanes: Building Monocular 3D Lane Detection CVPR 2022
FashionViL: Fashion-Focused Vision-and-Language Representation Learning ECCV 2022
Backend Ensemble for Speaker Verification and Spoofing Countermeasure INTERSPEECH 2022
Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation IJCAI 2022
DeepInteraction: 3D Object Detection via Modality Interaction NIPS 2022
RCLane: Relay Chain Prediction for Lane Detection ECCV 2022
Learning from Mistakes – a Framework for Neural Architecture Search AAAI 2022
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data ACL 2022
Label Definitions Improve Semantic Role Labeling NAACL 2022
CelebV-HQ: A Large-Scale Video Facial Attributes Dataset ECCV 2022
Unsupervised Entity Linking with Guided Summarization and Multiple-Choice Selection EMNLP 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code EMNLP 2022
Progressive Coordinate Transforms for Monocular 3D Object Detection NIPS 2021
Visual Goal-Step Inference using wikiHow EMNLP 2021
Simpler Is Better: Few-Shot Semantic Segmentation With Classifier Weight Transformer ICCV 2021
The Devil Is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection ICCV 2021
Boundary-Sensitive Pre-Training for Temporal Localization in Videos ICCV 2021
DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training AAAI 2021
Learning a Few-shot Embedding Model with Contrastive Learning AAAI 2021
Complementary Evidence Identification in Open-Domain Question Answering EACL 2021
Depth-Conditioned Dynamic Message Propagation for Monocular 3D Object Detection CVPR 2021
MoViNets: Mobile Video Networks for Efficient Video Recognition CVPR 2021
Rethinking Semantic Segmentation From a Sequence-to-Sequence Perspective With Transformers CVPR 2021
Robust and Accurate Object Detection via Adversarial Learning CVPR 2021
Learning Dynamic Alignment via Meta-Filter for Few-Shot Learning CVPR 2021
Delving into Data: Effectively Substitute Training for Black-box Attack CVPR 2021
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates ICML 2021
Oneshot Differentially Private Top-k Selection ICML 2021
SOFT: Softmax-free Transformer with Linear Complexity NIPS 2021
Multi-Level Gazetteer-Free Geocoding IJCNLP 2021
Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification INTERSPEECH 2021
Semi-Open Attribute Extraction from Chinese Functional Description Text ACML 2021
Multi-Level Gazetteer-Free Geocoding ACL 2021
Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021
Consistent Video Style Transfer via Compound Regularization AAAI 2020
Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation ECCV 2020
Attention Scaling for Crowd Counting CVPR 2020
Style Normalization and Restitution for Generalizable Person Re-Identification CVPR 2020
Improving Semantic Segmentation via Decoupled Body and Edge Supervision ECCV 2020
Small but Mighty: New Benchmarks for Split and Rephrase EMNLP 2020
NPU Speaker Verification System for INTERSPEECH 2020 Far-Field Speaker Verification Challenge INTERSPEECH 2020
XingGAN for Person Image Generation ECCV 2020
Reasoning about Goals, Steps, and Temporal Ordering with WikiHow EMNLP 2020
Rankmax: An Adaptive Projection Alternative to the Softmax Function NIPS 2020
Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal AAAI 2020
Intent Detection with WikiHow AACL 2020
What Deep CNNs Benefit From Global Covariance Pooling: An Optimization Perspective CVPR 2020
Instance Credibility Inference for Few-Shot Learning CVPR 2020
Dynamic Graph Message Passing Networks CVPR 2020
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing CVPR 2020
Few-shot Action Recognition with Permutation-invariant Attention ECCV 2020
Efficient Training on Very Large Corpora via Gramian Estimation ICLR 2019
A Closed-Form Solution to Universal Style Transfer ICCV 2019
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis EMNLP 2019
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis IJCNLP 2019
Fast Online Object Tracking and Segmentation: A Unifying Approach CVPR 2019
End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching ACML 2018
Learning Differentially Private Recurrent Language Models ICLR 2018
Efficient Semantic Scene Completion Network with Spatial Group Convolution ECCV 2018
Improving Text-to-SQL Evaluation Methodology ACL 2018
Learning to Compare: Relation Network for Few-Shot Learning CVPR 2018
Learning a Deep Embedding Model for Zero-Shot Learning CVPR 2017
Spatially Adaptive Computation Time for Residual Networks CVPR 2017
Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation CVPR 2017
Decoder Network Over Lightweight Reconstructed Feature for Fast Semantic Style Transfer ICCV 2017
Learning a Discriminative Null Space for Person Re-Identification CVPR 2016
Discriminative Low-Rank Tracking ICCV 2015
Nearly Optimal Private LASSO NIPS 2015
Learning Polynomials with Neural Networks ICML 2014
Nonparametric Context Modeling of Local Appearance for Pose- and Expression-Robust Facial Landmark Localization CVPR 2014
Exemplar-Based Face Parsing CVPR 2013
Affect Detection from Semantic Interpretation of Drama Improvisation COLING 2012
Metaphor Interpretation and Context-based Affect Detection COLING 2010
Empirical Study on the Performance Stability of Named Entity Recognition Model across Domains EMNLP 2006
Developments in Affect Detection in E-drama EACL 2006