Yingxiang Yang
10 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Academic Marathon (8) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
π§
Keyword Pioneer
π
Century Club
(10)
Conferences
NIPS (5)
ICML (2)
COLING (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
online learning
(2)
graph matching
(2)
stochastic gradient descent
(1)
convex optimization
(1)
reproducing kernel hilbert space
(1)
direct preference optimization
(1)
reinforcement learning from human feedback
(1)
approximate bayesian computation
(1)
posterior distribution
(1)
hilbert space
(1)
language model alignment
(1)
point process
(1)
nonparametric estimation
(1)
mirror descent
(1)
reinforcement learning
(1)
generative model
(1)
regret bound
(1)
streaming datum
(1)
reward model
(1)
stochastic optimization
(1)
Papers
Reward-Augmented Data Enhances Direct Preference Alignment of LLMs
ICML 2025
Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness
COLING 2025
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward
EMNLP 2025
Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer
NIPS 2024
Let Models Speak Ciphers: Multiagent Debate through Embeddings
ICLR 2024
Fourier Learning with Cyclical Data
ICML 2022
The Devil is in the Detail: A Framework for Macroscopic Prediction via Microscopic Models
NIPS 2020
Learning Positive Functions with Pseudo Mirror Descent
NIPS 2019
Predictive Approximate Bayesian Computation via Saddle Points
NIPS 2018
Online Learning for Multivariate Hawkes Processes
NIPS 2017