← Authors

Deng Cai

133 papers · 2013–2026 · 16 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (16) 🏠 Conference Loyalist (24) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (32) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (14) 🧬 Topic Evolution πŸ† Keyword Champion (5) πŸ”₯ Unstoppable (11) ⚑ Prolific Year (20) ❓ The Questioner (4) πŸ’Ž Century Club (132) πŸ—ƒοΈ Keyword Collector (487) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

IJCAI (24) ACL (18) AAAI (17) EMNLP (16) NIPS (11) CVPR (8) ICCV (8) ICLR (8) IJCNLP (7) ECCV (4) ICML (4) NAACL (3) INTERSPEECH (2) COLING (1) EACL (1) JMLR (1)

Top co-authors

Xiaofei He (32) Wai Lam (21) Shuming Shi (16) Yan Wang (15) Wenxiao Wang (15) Binbin Lin (14) Zheng Yang (12) Haifeng Liu (11) Boxi Wu (11) Huayang Li (10)

Keywords

large language model (17) attention mechanism (9) autonomous driving (8) text generation (7) neural network (6) semantic segmentation (6) domain adaptation (5) 3d object detection (5) abstract meaning representation (5) point cloud (5) matching model (5) few-shot learning (4) semantic parsing (4) transfer learning (4) knowledge distillation (4) dialogue system (4) feature selection (4) neural machine translation (4) reinforcement learning (4) contrastive learning (4)

Papers

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