← Authors

Yun Chen

47 papers · 2016–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (11) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (9) πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (3) πŸ† Keyword Champion (3) πŸ”¬ Deep Specialist (11) 🀝 Dynamic Duo (20) πŸš€ Conference Pioneer πŸ’Ž Century Club (46) πŸ—ƒοΈ Keyword Collector (237) ⚑ Prolific Year (5) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (10)

Conferences

ACL (10) EMNLP (10) CVPR (5) NAACL (4) ECCV (3) ICCV (3) NIPS (3) AAAI (2) CORL (2) IJCAI (2) INTERSPEECH (2) AACL (1)

Top co-authors

Guanhua Chen (21) Raquel Urtasun (13) Yixia Li (7) Sivabalan Manivasagam (7) Hanqing Wang (6) Ze Yang (6) Jingkang Wang (6) Ming Liang (5) Bin Yang (5) Qun Liu (4)

Keywords

neural machine translation (8) large language model (7) 3d reconstruction (5) sensor simulation (4) text generation (4) neural rendering (4) cross-lingual transfer (4) data augmentation (3) zero-shot learning (3) language model (3) vision-language model (3) autonomous driving (3) model compression (3) singular value decomposition (3) beam search (3) knowledge distillation (3) contrastive learning (2) synthetic data generation (2) unsupervised learning (2) model merging (2)

Papers

Enhancing Uncertainty Estimation in LLMs with Expectation of Aggregated Internal Belief AAAI 2026
ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only ACL 2025
Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation ACL 2025
Training-Free Class Purification for Open-Vocabulary Semantic Segmentation ICCV 2025
Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction IJCAI 2025
FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models NAACL 2025
MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning NAACL 2025
SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters NAACL 2025
Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages EMNLP 2025
GenAssets: Generating in-the-wild 3D Assets in Latent Space CVPR 2025
LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025
G2: Guided Generation for Enhanced Output Diversity in LLMs EMNLP 2025
G3R: Gradient Guided Generalizable Reconstruction ECCV 2024
Distract Large Language Models for Automatic Jailbreak Attack EMNLP 2024
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models NIPS 2024
SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation NIPS 2024
LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks ACL 2024
PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning ACL 2024
Attention-based Interactive Disentangling Network for Instance-level Emotional Voice Conversion INTERSPEECH 2023
UniSim: A Neural Closed-Loop Sensor Simulator CVPR 2023
mCLIP: Multilingual CLIP via Cross-lingual Transfer ACL 2023
Real-Time Neural Rasterization for Large Scenes ICCV 2023
Neural Lighting Simulation for Urban Scenes NIPS 2023
StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation EMNLP 2023
Multitasking Framework for Unsupervised Simple Definition Generation ACL 2022
CADSim: Robust and Scalable in-the-wild 3D Reconstruction for Controllable Sensor Simulation CORL 2022
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation ACL 2022
XLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation EMNLP 2022
Multilingual Sentence Transformer as A Multilingual Word Aligner EMNLP 2022
Exploring Adversarial Robustness of Multi-sensor Perception Systems in Self Driving CORL 2021
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving CVPR 2021
Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders EMNLP 2021
Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance AAAI 2021
Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT ACL 2020
DSDNet: Deep Structured self-Driving Network ECCV 2020
Accurate Word Alignment Induction from Neural Machine Translation EMNLP 2020
Learning Lane Graph Representations for Motion Forecasting ECCV 2020
A General Framework for Adaptation of Neural Machine Translation to Simultaneous Translation AACL 2020
Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation IJCAI 2020
PnPNet: End-to-End Perception and Prediction With Tracking in the Loop CVPR 2020
Learning Joint 2D-3D Representations for Depth Completion ICCV 2019
Multi-Task Multi-Sensor Fusion for 3D Object Detection CVPR 2019
A Stable and Effective Learning Strategy for Trainable Greedy Decoding EMNLP 2018
Meta-Learning for Low-Resource Neural Machine Translation EMNLP 2018
A Teacher-Student Framework for Zero-Resource Neural Machine Translation ACL 2017
An Improved 3D Geometric Tongue Model INTERSPEECH 2016