conftrace_

Ziniu Hu

30 papers · 2019–2025 · 9 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+12 more ↓ 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)
🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (10) πŸ—ΊοΈ Taxonomy Completionist (66) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ† Grand Slam 🀝 Dynamic Duo (15) πŸ’Ž Century Club (30) πŸ—ƒοΈ Keyword Collector (117) πŸ”₯ Unstoppable (7) ❓ The Questioner ⚑ Prolific Year (8)

Conferences

NIPS (11) ICLR (4) ICML (4) EMNLP (3) ACL (2) CVPR (2) IJCAI (2) AAAI (1) COLING (1)

Papers

SFS: Smarter Code Space Search improves LLM Inference Scaling ICLR 2025 Strategist: Self-improvement of LLM Decision Making via Bi-Level Tree Search ICLR 2025 Self-Evolving Visual Concept Library using Vision-Language Critics CVPR 2025 Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference ICLR 2025 Automated Molecular Concept Generation and Labeling with Large Language Models COLING 2025 QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search ICML 2025 TreeRL: LLM Reinforcement Learning with On-Policy Tree Search ACL 2025 SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code ICML 2024 SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models ICML 2024 Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling NIPS 2024 SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models NIPS 2024 Can Large Language Model Agents Simulate Human Trust Behavior? NIPS 2024 ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search NIPS 2024 Enhancing Large Vision Language Models with Self-Training on Image Comprehension NIPS 2024 Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion ICML 2024 Learning to Group Auxiliary Datasets for Molecule NIPS 2023 REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory CVPR 2023 Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs NIPS 2023 AVIS: Autonomous Visual Information Seeking with Large Language Model Agent NIPS 2023 Fuzzy Logic Based Logical Query Answering on Knowledge Graphs AAAI 2022 Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022 Improving Multi-Task Generalization via Regularizing Spurious Correlation NIPS 2022 Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NIPS 2022 Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning EMNLP 2021 Relation-Guided Pre-Training for Open-Domain Question Answering EMNLP 2021 Heterogeneous Network Representation Learning IJCAI 2020 Improving Neural Language Generation with Spectrum Control ICLR 2020 Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification (Extended Abstract) IJCAI 2020 Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks NIPS 2019 Few-Shot Representation Learning for Out-Of-Vocabulary Words ACL 2019