Xiang Liu
37 papers · 2018–2026 · 10 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π Conference Polyglot (10)
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Keyword Pioneer
π
Renaissance Researcher
(5)
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Academic Marathon
(7)
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Grand Slam
ποΈ
Keyword Collector
(157)
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Prolific Year
(16)
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Century Club
(34)
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The Questioner
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Conferences
ACL (7)
CVPR (5)
EMNLP (5)
AAAI (4)
IJCAI (4)
NIPS (4)
ICLR (3)
ECCV (2)
ICML (2)
COLING (1)
Top co-authors
Keywords
large language model
(9)
mechanism design
(4)
federated learning
(3)
budget feasibility
(3)
uncertainty quantification
(3)
neural architecture search
(2)
multi-agent system
(2)
direct preference optimization
(2)
incentive compatibility
(2)
language model
(2)
one-shot learning
(2)
knowledge graph
(2)
prompt engineering
(2)
approximation algorithm
(2)
ranking consistency
(2)
game theory
(1)
domain generalization
(1)
contrastive learning
(1)
probabilistic modeling
(1)
image generation
(1)
Papers
Mixture of Heterogeneous Grouped Experts for Language Modeling
ACL 2026
PRISM: Probabilistic Reward Model with Inherent Structural Modeling
ACL 2026
How Does Alignment Enhance LLMsβ Multilingual Capabilities? A Language Neurons Perspective
AAAI 2026
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
ACL 2025
Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research
EMNLP 2025
Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity
EMNLP 2025
An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression
ICLR 2025
State Space Model Meets Transformer: A New Paradigm for 3D Object Detection
ICLR 2025
Learning Shape-Independent Transformation via Spherical Representations for Category-Level Object Pose Estimation
ICLR 2025
Are LLMs Rational Investors? A Study on the Financial Bias in LLMs
ACL 2025
Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression
ICML 2025
One-shot Federated Learning Methods: A Practical Guide
IJCAI 2025
VCRMNER: Visual Cue Refinement in Multimodal NER using CLIP Prompts
COLING 2025
SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation
CVPR 2025
Optimizing for the Shortest Path in Denoising Diffusion Model
CVPR 2025
Dual-Agent Optimization framework for Cross-Domain Few-Shot Segmentation
CVPR 2025
Rethinking Noisy Video-Text Retrieval via Relation-aware Alignment
CVPR 2025
ParZC: Parametric Zero-Cost Proxies for Efficient NAS
AAAI 2025
Non-stochastic Budgeted Online Pricing with Semi-Bandit Feedback
AAAI 2025
Should We Really Edit Language Models? On the Evaluation of Edited Language Models
NIPS 2024
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
NIPS 2024
FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation
NIPS 2024
Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models
NIPS 2024
Active Prompting with Chain-of-Thought for Large Language Models
ACL 2024
MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization
ACL 2024
Plum: Prompt Learning using Metaheuristics
ACL 2024
A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis
ECCV 2024
LongGenBench: Long-context Generation Benchmark
EMNLP 2024
LPZero: Language Model Zero-cost Proxy Search from Zero
EMNLP 2024
R3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL
EMNLP 2024
Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models
ICML 2024
Budget Feasible Mechanisms: A Survey
IJCAI 2024
Cross-Modality Transformer for Visible-Infrared Person Re-identification
ECCV 2022
Budget Feasible Mechanisms Over Graphs
AAAI 2021
Diverse Part Discovery: Occluded Person Re-Identification With Part-Aware Transformer
CVPR 2021
Budget-feasible Mechanisms for Representing Groups of Agents Proportionally
IJCAI 2021
Budget-feasible Procurement Mechanisms in Two-sided Markets
IJCAI 2018