Xiao Li

Between a Rock and a Hard Place: The Tension Between Ethical Reasoning and Safety Alignment in LLMs ACL 2026 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 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 Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination JMLR 2025 A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization JMLR 2025 GeneMorphFormer: Transformer-Driven Cross-Scale Mapping from Gene Expression to Cortical Morphology MICCAI 2025 T&F-DFC FusionNet: Time&Frequency-Dynamic Functional Connectivity Fusion Network for ADHD Diagnosis in Children based on fNIRS MICCAI 2025 A Comprehensive Framework for Analyzing the Convergence of Adam: Bridging the Gap with SGD ICML 2025 Understanding and Mitigating Memorization in Diffusion Models for Tabular Data ICML 2025 Proactive Guidance of Multi-Turn Conversation in Industrial Search ACL 2025 ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification ICLR 2025 Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries ICLR 2025 PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition ECCV 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 RaFe: Ranking Feedback Improves Query Rewriting for RAG EMNLP 2024 Language-Driven Anchors for Zero-Shot Adversarial Robustness CVPR 2024 DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data AAAI 2023 ReSync: Riemannian Subgradient-based Robust Rotation Synchronization NIPS 2023 A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability NIPS 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 Samsung Research China - Beijing at SemEval-2023 Task 2: An AL-R Model for Multilingual Complex Named Entity Recognition SEMEVAL 2023 Capturing Conversational Interaction for Question Answering via Global History Reasoning NAACL 2022 Are All Losses Created Equal: A Neural Collapse Perspective NIPS 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 A Unified Convergence Theorem for Stochastic Optimization Methods NIPS 2022 On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features ICML 2022 Hybrid Instance-Aware Temporal Fusion for Online Video Instance Segmentation AAAI 2022 Reliable Propagation-Correction Modulation for Video Object Segmentation AAAI 2022 A Geometric Analysis of Neural Collapse with Unconstrained Features NIPS 2021 Bridging Towers of Multi-task Learning with a Gating Mechanism for Aspect-based Sentiment Analysis and Sequential Metaphor Identification AAAI 2021 TSQA: Tabular Scenario Based Question Answering AAAI 2021 The Logical Options Framework ICML 2021 Fooling Thermal Infrared Pedestrian Detectors in Real World Using Small Bulbs AAAI 2021 Learning A Risk-Aware Trajectory Planner From Demonstrations Using Logic Monitor CORL 2021 Look Closer To Segment Better: Boundary Patch Refinement for Instance Segmentation CVPR 2021 Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training NIPS 2021 DGST: a Dual-Generator Network for Text Style Transfer EMNLP 2020 Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning ICLR 2020 Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation COLING 2020 Multi-Task Neural Model for Agglutinative Language Translation ACL 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 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 Deep Learning for Light Field Saliency Detection ICCV 2019 Deep Light-field-driven Saliency Detection from a Single View IJCAI 2019 A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution NIPS 2019 GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level IJCNLP 2019 A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification CONLL 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 Semantic Tagging of Web Search Queries ACL 2009 Semantic Tagging of Web Search Queries IJCNLP 2009 On the Use of Virtual Evidence in Conditional Random Fields EMNLP 2009 Discovery of Term Variation in Japanese Web Search Queries EMNLP 2009 The Vocal Joystick: A Voice-Based Human-Computer Interface for Individuals with Motor Impairments EMNLP 2005