Kai Liu

A Principle-Driven Adaptive Policy for Group Cognitive Stimulation Dialogue for Elderly with Cognitive Impairment AAAI 2026 Reinforcement Learning on Pre-Training Data ACL 2026 GeoFormer: Geometry Point Encoder for 3D Object Detection with Graph-based Transformer ICCV 2025 ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025 UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection CVPR 2025 Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025 Scaling up the State Size of RNN LLMs for Long-Context Scenarios ACL 2025 Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025 PEARL: Parallel Speculative Decoding with Adaptive Draft Length ICLR 2025 Beyond Fixed Length: Bucket Pre-training is All You Need IJCAI 2025 Mask Does Not Matter: A Unified Latent Diffusion-Enhanced Framework for Mask-Free Virtual Try-On IJCAI 2025 BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution ICML 2025 La RoSA: Enhancing LLM Efficiency via Layerwise Rotated Sparse Activation ICML 2025 UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design ICML 2025 GAVEL: Generative Attribute-Value Extraction Using LLMs on LLM-Augmented Datasets NAACL 2025 MCAM: Multimodal Causal Analysis Model for Ego-Vehicle-Level Driving Video Understanding ICCV 2025 SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection AAAI 2024 Delving into the Reversal Curse: How Far Can Large Language Models Generalize? NIPS 2024 2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution NIPS 2024 Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution NIPS 2024 Learning Identifiable Factorized Causal Representations of Cellular Responses NIPS 2024 Enhancing LLM’s Cognition via Structurization NIPS 2024 CycleVTON: A Cycle Mapping Framework for Parser-Free Virtual Try-On AAAI 2024 LimeAttack: Local Explainable Method for Textual Hard-Label Adversarial Attack AAAI 2024 WW-CSL: A New Dataset for Word-Based Wearable Chinese Sign Language Detection COLING 2024 HoloVIC: Large-scale Dataset and Benchmark for Multi-Sensor Holographic Intersection and Vehicle-Infrastructure Cooperative CVPR 2024 Binomial Self-compensation for Motion Error in Dynamic 3D Scanning ECCV 2024 INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection ICLR 2024 Differentiable Model Scaling using Differentiable Topk ICML 2024 Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes IJCAI 2024 An efficient text augmentation approach for contextualized Mandarin speech recognition INTERSPEECH 2024 Real-time scheme for rapid extraction of speaker embeddings in challenging recording conditions INTERSPEECH 2024 EasyQuant: An Efficient Data-free Quantization Algorithm for LLMs EMNLP 2023 Uncertainty-aware Unsupervised Multi-Object Tracking ICCV 2023 Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection NIPS 2023 Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions NIPS 2023 Sublinear time algorithms for greedy selection in high dimensions UAI 2022 Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention IJCAI 2022 An Aligned Subgraph Kernel Based on Discrete-Time Quantum Walk ACML 2021 Online Speaker Diarization Equipped with Discriminative Modeling and Guided Inference INTERSPEECH 2021 RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering NAACL 2021 Unsupervised Domain Adaptation for Person Re-identification via Heterogeneous Graph Alignment AAAI 2021 Spatio-Temporal Difference Descriptor for Skeleton-Based Action Recognition AAAI 2021 Speech Emotion Recognition with Discriminative Feature Learning INTERSPEECH 2020 Understanding the Tradeoff between Cost and Quality of Expert Annotations for Keyphrase Extraction COLING 2020 An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension IJCAI 2020 A Robust Adversarial Training Approach to Machine Reading Comprehension AAAI 2020 Incentivized Exploration for Multi-Armed Bandits under Reward Drift AAAI 2020 Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension ACL 2019 Learning Strictly Orthogonal p-Order Nonnegative Laplacian Embedding via Smoothed Iterative Reweighted Method IJCAI 2019 Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration AAAI 2019 Learning Robust Distance Metric with Side Information via Ratio Minimization of Orthogonally Constrained L21-Norm Distances IJCAI 2019 DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications ACL 2018 Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization NIPS 2018 High-Order Co-Clustering via Strictly Orthogonal and Symmetric L1-Norm Nonnegative Matrix Tri-Factorization IJCAI 2018 Learning Multi-Instance Enriched Image Representations via Non-Greedy Ratio Maximization of the l1-Norm Distances CVPR 2018 Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task ACL 2018 Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ACL 2018 Robust Multi-Relational Clustering via ℓ1-Norm Symmetric Nonnegative Matrix Factorization IJCNLP 2015 Robust Multi-Relational Clustering via ℓ1-Norm Symmetric Nonnegative Matrix Factorization ACL 2015 Bilingually-Guided Monolingual Dependency Grammar Induction ACL 2013