Yi Dong
20 papers · 2020–2026 · 10 conferences · across top CS/AI conferences
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Keywords
large language model
(5)
language model
(3)
supervised fine-tuning
(2)
preference learning
(2)
model alignment
(2)
question answering
(1)
factual accuracy
(1)
reward modeling
(1)
language model alignment
(1)
program synthesis
(1)
image harmonization
(1)
model editing
(1)
instruction tuning
(1)
reinforcement learning from human feedback
(1)
image fusion
(1)
autoregressive model
(1)
human feedback
(1)
preference optimization
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propensity score
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mutual information
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Papers
Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models
ACL 2026
Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training
ACL 2026
Tapas Are Free! Training-Free Adaptation of Programmatic Agents via LLM-Guided Program Synthesis in Dynamic Environments
AAAI 2026
Lying with Truths: Open-Channel Multi-Agent Collusion for Belief Manipulation via Generative Montage
ACL 2026
HelpSteer2-Preference: Complementing Ratings with Preferences
ICLR 2025
HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks
ACL 2025
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts
ACL 2025
Feature Purification Matters: Suppressing Outlier Propagation for Training-Free Open-Vocabulary Semantic Segmentation
ICCV 2025
Diverging Preferences: When do Annotators Disagree and do Models Know?
ICML 2025
3D Dynamic Prediction of Missing Teeth in Diverse Patterns via Centroid-prompted Diffusion Model
MICCAI 2025
ChromaFusionNet (CFNet): Natural Fusion of Fine-Grained Color Editing
AAAI 2024
Position: Building Guardrails for Large Language Models Requires Systematic Design
ICML 2024
SpecAR-Net: Spectrogram Analysis and Representation Network for Time Series
IJCAI 2024
HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM
NAACL 2024
HelpSteer 2: Open-source dataset for training top-performing reward models
NIPS 2024
RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters
ICCV 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study
EMNLP 2023
SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF
EMNLP 2023
Imbalance-Aware Uplift Modeling for Observational Data
AAAI 2022
Generating Engaging Promotional Videos for E-commerce Platforms (Student Abstract)
AAAI 2020