← Authors

Xiao Li

76 papers · 2005–2025 · 21 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (21) πŸƒ Academic Marathon (20) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) πŸ† Grand Slam 🧬 Topic Evolution 🀝 Dynamic Duo (10) πŸ† Keyword Champion (2) πŸ’Ž Century Club (76) πŸ“ˆ Trend Setter ⚑ Prolific Year (8) πŸ—ƒοΈ Keyword Collector (318) πŸ”₯ Unstoppable (8)

Conferences

NIPS (11) ACL (8) EMNLP (8) CVPR (7) AAAI (6) ICML (6) ICCV (6) ICLR (3) COLING (3) ECCV (2) CORL (2) IJCNLP (2) JMLR (2) MICCAI (2) NAACL (2) CONLL (1) IJCAI (1) INTERSPEECH (1) L4DC (1) ACML (1) SEMEVAL (1)

Top co-authors

Yan Lu (10) Jinglu Wang (9) Zhihui Zhu (8) Qing Qu (8) Xiaolin Hu (7) Gong Cheng (6) Ruizhe Li (4) Chong You (4) Yuzhong Qu (4) Chenghua Lin (4)

Research topics

Education (1)

Keywords

loss function (4) text classification (4) video generation (3) 3d reconstruction (3) multi-task learning (3) nonconvex optimization (3) machine reading comprehension (3) object detection (3) transfer learning (3) neural network (3) neural collapse (3) named entity recognition (2) text generation (2) semantic segmentation (2) reinforcement learning (2) attention mechanism (2) information retrieval (2) scene understanding (2) adversarial robustness (2) feature learning (2)

Papers

ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification ICLR 2025
Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video ICCV 2025
PBCAT: Patch-Based Composite Adversarial Training against Physically Realizable Attacks on Object Detection ICCV 2025
StreamGS: Online Generalizable Gaussian Splatting Reconstruction for Unposed Image Streams ICCV 2025
GeneMorphFormer: Transformer-Driven Cross-Scale Mapping from Gene Expression to Cortical Morphology MICCAI 2025
From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding EMNLP 2025
Chinese Automatic Readability Assessment Using Adaptive Pre-training and Linguistic Feature Fusion COLING 2025
A Comprehensive Framework for Analyzing the Convergence of Adam: Bridging the Gap with SGD ICML 2025
Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination JMLR 2025
T&F-DFC FusionNet: Time&Frequency-Dynamic Functional Connectivity Fusion Network for ADHD Diagnosis in Children based on fNIRS MICCAI 2025
A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization JMLR 2025
Understanding and Mitigating Memorization in Diffusion Models for Tabular Data ICML 2025
Proactive Guidance of Multi-Turn Conversation in Industrial Search ACL 2025
Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries ICLR 2025
RaFe: Ranking Feedback Improves Query Rewriting for RAG EMNLP 2024
Language-Driven Anchors for Zero-Shot Adversarial Robustness CVPR 2024
System-level safety guard: Safe tracking control through uncertain neural network dynamics models L4DC 2024
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning NAACL 2024
BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models NIPS 2024
Neural Collapse in Multi-label Learning with Pick-all-label Loss ICML 2024
PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition ECCV 2024
Samsung Research China - Beijing at SemEval-2023 Task 2: An AL-R Model for Multilingual Complex Named Entity Recognition SEMEVAL 2023
ReSync: Riemannian Subgradient-based Robust Rotation Synchronization NIPS 2023
A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability NIPS 2023
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data AAAI 2023
Guide the Many-to-One Assignment: Open Information Extraction via IoU-aware Optimal Transport ACL 2023
MetaPro Online: A Computational Metaphor Processing Online System ACL 2023
Samsung Research China - Beijing at SemEval-2023 Task 2: An AL-R Model for Multilingual Complex Named Entity Recognition ACL 2023
High-Fidelity and Freely Controllable Talking Head Video Generation CVPR 2023
Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction CVPR 2023
SCoDA: Domain Adaptive Shape Completion for Real Scans CVPR 2023
Two-Shot Video Object Segmentation CVPR 2023
Dynamic Low-rank Estimation for Transformer-based Language Models EMNLP 2023
Robust Referring Video Object Segmentation with Cyclic Structural Consensus ICCV 2023
Efficient View Synthesis with Neural Radiance Distribution Field ICCV 2023
Reliable Propagation-Correction Modulation for Video Object Segmentation AAAI 2022
Hybrid Instance-Aware Temporal Fusion for Online Video Instance Segmentation AAAI 2022
AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension ACL 2022
Neural Capture of Animatable 3D Human from Monocular Video ECCV 2022
Probabilistic Adaptive Spatial-Temporal Regularized Correlation Filters for UAV Tracking ACML 2022
Are All Losses Created Equal: A Neural Collapse Perspective NIPS 2022
A Unified Convergence Theorem for Stochastic Optimization Methods NIPS 2022
Capturing Conversational Interaction for Question Answering via Global History Reasoning NAACL 2022
On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features ICML 2022
The Logical Options Framework ICML 2021
Bridging Towers of Multi-task Learning with a Gating Mechanism for Aspect-based Sentiment Analysis and Sequential Metaphor Identification AAAI 2021
Look Closer To Segment Better: Boundary Patch Refinement for Instance Segmentation CVPR 2021
Fooling Thermal Infrared Pedestrian Detectors in Real World Using Small Bulbs AAAI 2021
A Geometric Analysis of Neural Collapse with Unconstrained Features NIPS 2021
Learning A Risk-Aware Trajectory Planner From Demonstrations Using Logic Monitor CORL 2021
Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training NIPS 2021
TSQA: Tabular Scenario Based Question Answering AAAI 2021
Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation COLING 2020
Multi-Task Neural Model for Agglutinative Language Translation ACL 2020
DGST: a Dual-Generator Network for Text Style Transfer EMNLP 2020
Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning ICLR 2020
Latent Space Factorisation and Manipulation via Matrix Subspace Projection ICML 2020
Differentiable Logic Layer for Rule Guided Trajectory Prediction CORL 2020
An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety INTERSPEECH 2020
Using a Penalty-based Loss Re-estimation Method to Improve Implicit Discourse Relation Classification COLING 2020
Deep Learning for Light Field Saliency Detection ICCV 2019
Synthesizing 3D Shapes From Silhouette Image Collections Using Multi-Projection Generative Adversarial Networks CVPR 2019
A Debiased MDI Feature Importance Measure for Random Forests NIPS 2019
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level EMNLP 2019
A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification CONLL 2019
Deep Light-field-driven Saliency Detection from a Single View IJCAI 2019
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level IJCNLP 2019
A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution NIPS 2019
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization NIPS 2018
An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching NIPS 2015
Understanding the Semantic Structure of Noun Phrase Queries ACL 2010
Discovery of Term Variation in Japanese Web Search Queries EMNLP 2009
Semantic Tagging of Web Search Queries IJCNLP 2009
Semantic Tagging of Web Search Queries ACL 2009
On the Use of Virtual Evidence in Conditional Random Fields EMNLP 2009
The Vocal Joystick: A Voice-Based Human-Computer Interface for Individuals with Motor Impairments EMNLP 2005