影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
97.93/100
前 0.1%
全站排名 #60
发表论文58 篇
平均评分
年均产出19.3 篇/年
Xiang Wang
研究方向
large language models · trustworthy AI · generative recommendation · graph learning · recommendation · explainable learning
18
AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint
ICLR 2026Poster
23
Reinforced Preference Optimization for Recommendation
ICLR 2026Rejected
通讯15
Quantile Advantage Estimation: Stabilizing RLVR for LLM Reasoning
ICLR 2026Poster
20
DualEdit: Mitigating Safety Fallback in LLM Backdoor Editing via Affirmation-Refusal Regulation
ICLR 2026Poster
14
GuardAlign: Test-time Safety Alignment in Multimodal Large Language Models
ICLR 2026Poster
17
Beyond Magnitude: Leveraging Direction of RLVR Updates for LLM Reasoning
ICLR 2026Poster
20
Denoising Neural Reranker for Recommender Systems
ICLR 2026Poster
通讯18
PEA-DPO: Perception-Enhanced Alignment Direct Preference Optimization for MLLMs Alignment
ICLR 2026Rejected
15
Mitigating Reward Hacking in LLM-based Recommendation: A Preference Optimization Approach
ICLR 2026Rejected
18
SAFER: Probing Safety in Reward Models with Sparse Autoencoder
ICLR 2026Rejected
通讯23
AlphaAlign: Incentivizing Safety Alignment with Extremely Simplified Reinforcement Learning
ICLR 2026Poster
通讯24
Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents
ICLR 2026Poster
25
bi-GRPO: Bidirectional Optimization for Jailbreak Backdoor Injection on LLMs
ICLR 2026Rejected
19
Contrastive Weak-to-Strong Generalization
ICLR 2026Rejected
22
Enhancing Multi-Modal LLMs Reasoning via Difficulty-Aware Group Normalization
ICLR 2026Rejected
16
LIMI: Less is More for Agency
ICLR 2026Rejected
13
Enhancing Multimodal LLMs Reasoning via Perception Reward Modeling
ICLR 2026Rejected
13
SINGER: Leveraging Semantic Identifier Hierarchies for Generative Recommendation
ICLR 2026Rejected
20
Attention Localization Through Separator Tokens: Unlocking Long Numerical Sequence Processing in LLMs
ICLR 2026Withdrawn
通讯22
Bridging Perception and Reasoning: Token Reweighting for RLVR in Multimodal LLMs
ICLR 2026Rejected
15
Multi-agent Architecture Search via Agentic Supernet
ICML 2025Oral
通讯15
AnyEdit: Edit Any Knowledge Encoded in Language Models
ICML 2025Poster
32
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
ICLR 2025Oral
7
DAMA: Data- and Model-aware Alignment of Multi-modal LLMs
ICML 2025Poster
30
Search and Refine During Think: Facilitating Knowledge Refinement for Improved Retrieval-Augmented Reasoning
NeurIPS 2025Poster
通讯23
Language Representations Can be What Recommenders Need: Findings and Potentials
ICLR 2025Oral
31
FACE: A General Framework for Mapping Collaborative Filtering Embeddings into LLM Tokens
NeurIPS 2025Poster
34
Unified Parameter-Efficient Unlearning for LLMs
ICLR 2025Poster
8
Reinforced Lifelong Editing for Language Models
ICML 2025Poster
通讯20
3D-GSRD: 3D Molecular Graph Auto-Encoder with Selective Re-mask Decoding
NeurIPS 2025Poster
通讯31
On Reasoning Strength Planning in Large Reasoning Models
NeurIPS 2025Poster
27
Towards Unified and Lossless Latent Space for 3D Molecular Latent Diffusion Modeling
NeurIPS 2025Poster
通讯27
Think before Recommendation: Autonomous Reasoning-enhanced Recommender
NeurIPS 2025Poster
通讯34
Uncertainty-aware Guided Diffusion for Missing Data in Sequential Recommendation
ICLR 2025Rejected
28
RePO: Understanding Preference Learning Through ReLU-Based Optimization
NeurIPS 2025Poster
通讯27
Teaching Language Models to Reason with Tools
NeurIPS 2025Poster
27
Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation
NeurIPS 2025Poster
通讯24
SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding
ICLR 2025Poster
30
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector
ICLR 2025Poster
通讯30
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization
ICLR 2025Poster
32
On Efficiency-Effectiveness Trade-off of Diffusion-based Recommenders
NeurIPS 2025Poster
通讯13
Learning Bayesian Nash Equilibrium in Auction Games via Approximate Best Response
ICML 2025Poster
通讯39
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
ICLR 2025Poster
15
Larger or Smaller Reward Margins to Select Preferences for LLM Alignment?
ICML 2025Poster
通讯30
$\alpha$-DPO: Adaptive Reward Margin is What Direct Preference Optimization Needs
ICLR 2025Rejected
28
Leveraging Diffusion Transformers for Stock Factor Augmentation in Financial Markets
ICLR 2025Rejected
三作4
Neuron-Level Sequential Editing for Large Language Models
ICLR 2025Withdrawn
通讯22
Massively Multi-Agents Reveal That Large Language Models Can Understand Value
ICLR 2025Withdrawn
15
AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization
ICML 2025Poster