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Ziniu Hu

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+9 more ↓ πŸ—ΊοΈ Taxonomy Completionist (71) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🀝 Dynamic Duo (15) 🧬 Topic Evolution πŸ† Grand Slam ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze ❓ The Questioner πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (8) πŸ—ƒοΈ Keyword Collector (155)

Venues

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

Top co-authors

Yizhou Sun (15) Kai-Wei Chang (8) Yisong Yue (6) Jie Tang (4) Yuxiao Dong (4) Wei Wang (3) Quanquan Gu (3) Cordelia Schmid (3) Ahmet Iscen (3) Alireza Fathi (3)

Research topics

Artificial Intelligence (20) Core AI (18) Machine Learning (14) Natural Language Processing (11) Deep Learning (10) Learning Types Β· Machine Learning (8) Learning Paradigms (6) Applications (5) Architectures (5) Learning Types Β· Deep Learning (5) Resources & Methods (5) Models (4) Optimization & Theory (4) Reinforcement Learning (3) Application Areas (3)

Keywords

large language model (7) language model (4) tree search (4) graph neural network (3) transfer learning (3) representation learning (3) mathematical reasoning (2) visual question answering (2) open-domain question answering (2) vision-language model (2) zero-shot learning (2) few-shot learning (2) process reward (2) instruction tuning (2) knowledge distillation (2) question answering (2) knowledge retrieval (2) in-context learning (2) knowledge transfer (1) domain generalization (1)

Papers

Automated Molecular Concept Generation and Labeling with Large Language Models COLING 2025 Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference ICLR 2025 QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search ICML 2025 Self-Evolving Visual Concept Library using Vision-Language Critics CVPR 2025 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 TreeRL: LLM Reinforcement Learning with On-Policy Tree Search ACL 2025 Can Large Language Model Agents Simulate Human Trust Behavior? NeurIPS 2024 Enhancing Large Vision Language Models with Self-Training on Image Comprehension NeurIPS 2024 Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling NeurIPS 2024 ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search NeurIPS 2024 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 SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models NeurIPS 2024 Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion ICML 2024 AVIS: Autonomous Visual Information Seeking with Large Language Model Agent NeurIPS 2023 Learning to Group Auxiliary Datasets for Molecule NeurIPS 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 NeurIPS 2023 Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022 Fuzzy Logic Based Logical Query Answering on Knowledge Graphs AAAI 2022 Improving Multi-Task Generalization via Regularizing Spurious Correlation NeurIPS 2022 Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NeurIPS 2022 Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning EMNLP 2021 Relation-Guided Pre-Training for Open-Domain Question Answering EMNLP 2021 Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification (Extended Abstract) IJCAI 2020 Heterogeneous Network Representation Learning IJCAI 2020 Improving Neural Language Generation with Spectrum Control ICLR 2020 Few-Shot Representation Learning for Out-Of-Vocabulary Words ACL 2019 Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks NeurIPS 2019