Deng Cai

Enhancing Spatial Reasoning Through Visual and Textual Thinking AAAI 2026 MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization ICCV 2025 Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ACL 2025 DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems NAACL 2025 FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models ICLR 2025 STraj: Self-training for Bridging the Cross-Geography Gap in Trajectory Prediction AAAI 2025 Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst AAAI 2025 InfiniteICL: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation ACL 2025 Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst ACL 2025 ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation ICLR 2025 PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation ICCV 2025 Exploring Compositional Generalization of Large Language Models NAACL 2024 Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning EMNLP 2024 Consecutive Batch Model Editing with HooK Layers EMNLP 2024 WatME: Towards Lossless Watermarking Through Lexical Redundancy ACL 2024 TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without Training AAAI 2024 Semi-supervised 3D Object Detection with PatchTeacher and PillarMix AAAI 2024 Regulating Intermediate 3D Features for Vision-Centric Autonomous Driving AAAI 2024 Towards Fine-Grained HBOE with Rendered Orientation Set and Laplace Smoothing AAAI 2024 Delving into the Reversal Curse: How Far Can Large Language Models Generalize? NIPS 2024 From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning ICML 2024 G2LTraj: A Global-to-Local Generation Approach for Trajectory Prediction IJCAI 2024 Learning Occupancy for Monocular 3D Object Detection CVPR 2024 Knowledge Fusion of Large Language Models ICLR 2024 TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation CVPR 2024 Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection CVPR 2024 A Frustratingly Simple Decoding Method for Neural Text Generation COLING 2024 A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024 Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction ACL 2024 TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild ACL 2024 Reasons to Reject? Aligning Language Models with Judgments ACL 2024 Retrieval is Accurate Generation ICLR 2024 The Reasonableness Behind Unreasonable Translation Capability of Large Language Model ICLR 2024 GLBench: A Comprehensive Benchmark for Graph with Large Language Models NIPS 2024 On the Worst Prompt Performance of Large Language Models NIPS 2024 StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving NIPS 2024 Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast NIPS 2024 Cross-lingual Contextualized Phrase Retrieval EMNLP 2024 One-shot Implicit Animatable Avatars with Model-based Priors ICCV 2023 Copy is All You Need ICLR 2023 Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023 Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective NIPS 2023 Effidit: An Assistant for Improving Writing Efficiency ACL 2023 Specialist or Generalist? Instruction Tuning for Specific NLP Tasks EMNLP 2023 Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters EMNLP 2023 MonoNeRD: NeRF-like Representations for Monocular 3D Object Detection ICCV 2023 Linearizing Transformer with Key-Value Memory EMNLP 2022 Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation EMNLP 2022 Residual Learning of Neural Text Generation with n-gram Language Model EMNLP 2022 Lidar Point Cloud Guided Monocular 3D Object Detection ECCV 2022 WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection ICLR 2022 SCALoss: Side and Corner Aligned Loss for Bounding Box Regression AAAI 2022 DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022 Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph ECCV 2022 Measuring and Reducing Model Update Regression in Structured Prediction for NLP NIPS 2022 Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation NIPS 2022 Towards Efficient Adversarial Training on Vision Transformers ECCV 2022 CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention ICLR 2022 Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System ACL 2022 Learning To Affiliate: Mutual Centralized Learning for Few-Shot Classification CVPR 2022 CLRNet: Cross Layer Refinement Network for Lane Detection CVPR 2022 ASR-Robust Natural Language Understanding on ASR-GLUE dataset INTERSPEECH 2022 Frame-Wise Action Representations for Long Videos via Sequence Contrastive Learning CVPR 2022 Automatic Prosody Annotation with Pre-Trained Text-Speech Model INTERSPEECH 2022 Sparse Fuse Dense: Towards High Quality 3D Detection With Depth Completion CVPR 2022 DID-M3D: Decoupling Instance Depth for Monocular 3D Object Detection ECCV 2022 Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering ACL 2021 Neural Machine Translation with Monolingual Translation Memory ACL 2021 Dialogue Response Selection with Hierarchical Curriculum Learning ACL 2021 Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering IJCNLP 2021 Non-Autoregressive Text Generation with Pre-trained Language Models EACL 2021 Dialogue Response Selection with Hierarchical Curriculum Learning IJCNLP 2021 Assessing Dialogue Systems with Distribution Distances IJCNLP 2021 Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework ICML 2021 Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP 2021 Multilingual AMR Parsing with Noisy Knowledge Distillation EMNLP 2021 Salient Object Ranking With Position-Preserved Attention ICCV 2021 RESA: Recurrent Feature-Shift Aggregator for Lane Detection AAAI 2021 Do Wider Neural Networks Really Help Adversarial Robustness? NIPS 2021 Assessing Dialogue Systems with Distribution Distances ACL 2021 Neural Machine Translation with Monolingual Translation Memory IJCNLP 2021 PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module AAAI 2020 Question-Driven Purchasing Propensity Analysis for Recommendation AAAI 2020 Adversarial-Learned Loss for Domain Adaptation AAAI 2020 Graph Transformer for Graph-to-Sequence Learning AAAI 2020 Training-Time-Friendly Network for Real-Time Object Detection AAAI 2020 AMR Parsing via Graph-Sequence Iterative Inference ACL 2020 The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection EMNLP 2020 Adversarial Mutual Information for Text Generation ICML 2020 MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification IJCAI 2020 COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning IJCAI 2019 Domain Adaptation for Semantic Segmentation With Maximum Squares Loss ICCV 2019 Unsupervised Learning Helps Supervised Neural Word Segmentation AAAI 2019 Charge-Based Prison Term Prediction with Deep Gating Network EMNLP 2019 Core Semantic First: A Top-down Approach for AMR Parsing EMNLP 2019 Attribute Attention for Semantic Disambiguation in Zero-Shot Learning ICCV 2019 Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory NAACL 2019 Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction JMLR 2019 Reinforced Dynamic Reasoning for Conversational Question Generation ACL 2019 Charge-Based Prison Term Prediction with Deep Gating Network IJCNLP 2019 Core Semantic First: A Top-down Approach for AMR Parsing IJCNLP 2019 Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework IJCNLP 2019 Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework EMNLP 2019 Region Mutual Information Loss for Semantic Segmentation NIPS 2019 Localizing Unseen Activities in Video via Image Query IJCAI 2019 Progressive Transfer Learning for Person Re-identification IJCAI 2019 Translating a Math Word Problem to a Expression Tree EMNLP 2018 Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning IJCAI 2018 Open-Ended Long-form Video Question Answering via Adaptive Hierarchical Reinforced Networks IJCAI 2018 Multi-Turn Video Question Answering via Multi-Stream Hierarchical Attention Context Network IJCAI 2018 A Brand-level Ranking System with the Customized Attention-GRU Model IJCAI 2018 Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism IJCAI 2018 Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference ACL 2018 MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models NIPS 2018 Link Prediction via Ranking Metric Dual-Level Attention Network Learning IJCAI 2017 Video Question Answering via Hierarchical Spatio-Temporal Attention Networks IJCAI 2017 Robust Asymmetric Bayesian Adaptive Matrix Factorization IJCAI 2017 Stacked Similarity-Aware Autoencoders IJCAI 2017 Microblog Sentiment Classification via Recurrent Random Walk Network Learning IJCAI 2017 What to Do Next: Modeling User Behaviors by Time-LSTM IJCAI 2017 Fast and Accurate Neural Word Segmentation for Chinese ACL 2017 Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction ICML 2017 Neural Word Segmentation Learning for Chinese ACL 2016 Weakly-Supervised Deep Learning for Customer Review Sentiment Classification IJCAI 2016 Expert Finding for Community-Based Question Answering via Ranking Metric Network Learning IJCAI 2016 Non-Negative Matrix Factorization with Sinkhorn Distance IJCAI 2016 Compressed Spectral Regression for Efficient Nonlinear Dimensionality Reduction IJCAI 2015 Active Learning via Neighborhood Reconstruction IJCAI 2013 Harmonious Hashing IJCAI 2013 Compressed Hashing CVPR 2013 Bilevel Visual Words Coding for Image Classification IJCAI 2013 A Unified Approximate Nearest Neighbor Search Scheme by Combining Data Structure and Hashing IJCAI 2013 Complementary Projection Hashing ICCV 2013