Yun Chen

Enhancing Uncertainty Estimation in LLMs with Expectation of Aggregated Internal Belief AAAI 2026 GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models ACL 2026 InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning ACL 2026 Modeling LLM Unlearning as an Asymmetric Two-Task Learning Problem ACL 2026 SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks ACL 2026 VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation ACL 2026 Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction IJCAI 2025 FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only ACL 2025 FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models NAACL 2025 G2: Guided Generation for Enhanced Output Diversity in LLMs EMNLP 2025 GenAssets: Generating in-the-wild 3D Assets in Latent Space CVPR 2025 ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025 LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025 MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning NAACL 2025 Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages EMNLP 2025 SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters NAACL 2025 Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation ACL 2025 Training-Free Class Purification for Open-Vocabulary Semantic Segmentation ICCV 2025 Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models NeurIPS 2024 Distract Large Language Models for Automatic Jailbreak Attack EMNLP 2024 G3R: Gradient Guided Generalizable Reconstruction ECCV 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 SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation NeurIPS 2024 Attention-based Interactive Disentangling Network for Instance-level Emotional Voice Conversion Interspeech 2023 mCLIP: Multilingual CLIP via Cross-lingual Transfer ACL 2023 Neural Lighting Simulation for Urban Scenes NeurIPS 2023 Real-Time Neural Rasterization for Large Scenes ICCV 2023 StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation EMNLP 2023 UniSim: A Neural Closed-Loop Sensor Simulator CVPR 2023 CADSim: Robust and Scalable in-the-wild 3D Reconstruction for Controllable Sensor Simulation CoRL 2022 Multilingual Sentence Transformer as A Multilingual Word Aligner EMNLP 2022 Multitasking Framework for Unsupervised Simple Definition Generation ACL 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 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 Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance AAAI 2021 Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders EMNLP 2021 Accurate Word Alignment Induction from Neural Machine Translation EMNLP 2020 A General Framework for Adaptation of Neural Machine Translation to Simultaneous Translation AACL 2020 DSDNet: Deep Structured self-Driving Network ECCV 2020 Learning Lane Graph Representations for Motion Forecasting ECCV 2020 Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation IJCAI 2020 Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT ACL 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