XINYANG GENG
11 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (14)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(7)
🐝
Cross-Pollinator
(14)
💎
Century Club
(11)
🔥
Unstoppable
(6)
📈
Trend Setter
Conferences
ICLR (4)
ICML (3)
NIPS (2)
CORL (1)
CVPR (1)
Top co-authors
Keywords
model-based optimization
(3)
black-box optimization
(2)
offline optimization
(2)
offline reinforcement learning
(1)
robotic manipulation
(1)
curriculum learning
(1)
uncertainty quantification
(1)
adversarial training
(1)
inverse reinforcement learning
(1)
gene expression
(1)
distribution shift
(1)
sequence optimization
(1)
sequential modeling
(1)
deep neural network
(1)
sparse reward
(1)
uncertainty estimation
(1)
cross-entropy loss
(1)
large vision model
(1)
next token prediction
(1)
biological sequence design
(1)
Papers
Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning
ICLR 2025
The False Promise of Imitating Proprietary Language Models
ICLR 2024
Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization
NIPS 2024
Sequential Modeling Enables Scalable Learning for Large Vision Models
CVPR 2024
Action-Quantized Offline Reinforcement Learning for Robotic Skill Learning
CORL 2023
Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes
ICLR 2023
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization
ICML 2022
Conservative Objective Models for Effective Offline Model-Based Optimization
ICML 2021
Dynamical Distance Learning for Semi-Supervised and Unsupervised Skill Discovery
ICLR 2020
Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement
NIPS 2020
Automatic Goal Generation for Reinforcement Learning Agents
ICML 2018