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全站排名 #327
发表论文34 篇
平均评分5.1
年均产出11.3 篇/年

Jingbo Shang

Associate Professor@University of California, San Diego·美国·OpenReview
研究方向

Data Mining · Natural Language Processing · Machine Learning · Information Extraction · Text Mining · Tagging · Chunking · and Parsing

5.5
15

MASS-DPO: Multi-negative Active Sample Selection for Direct Policy Optimization

ICLR 2026Rejected
5.3
20

Codified Finite-state Machines for Role-playing

ICLR 2026Poster
通讯
5.3
20

Importance Sampling for Multi-Negative Multimodal Direct Preference Optimization

ICLR 2026Poster
通讯
5.0
15

AMPS: Adaptive Modality Preference Steering via Functional Entropy

ICLR 2026Rejected
通讯
5.0
13

DenseMixer: Improving MoE Post-Training with Precise Router Gradient

ICLR 2026Rejected
通讯
4.7
15

AutoCode: LLMs as Problem Setters for Competitive Programming

ICLR 2026Poster
通讯
4.5
18

Contamination Detection for VLMs Using Multi‑Modal Semantic Perturbations

ICLR 2026Poster
4.5
39

Memorize or Generalize? Evaluating LLM Code Generation with Code Rewriting

ICLR 2026Rejected
通讯
4.0
24

DNAMotifTokenizer: Towards Biologically Informed Tokenization of Genomic Sequences

ICLR 2026Rejected
三作
4.0
13

PersonaAgent: When Large Language Model Agents Meet Personalization at Test Time

ICLR 2026Withdrawn
3.5
5

A Tale of LLMs and Induced Small Proxies: Scalable Agents for Knowledge Mining

ICLR 2026Withdrawn
3.5
6

Finish First, Perfect Later: Test-Time Token-Level Cross-Validation for Diffusion Large Language Models

ICLR 2026Withdrawn
通讯
3.5
10

Orthogonal Calibration for Asynchronous Federated Learning

ICLR 2026Rejected
通讯
2.7
4

WS-GRPO: Weakly-Supervised Group-Relative Policy Optimization

ICLR 2026Withdrawn
2.0
4

Watermarks for Language Model via Probabilistic Automata

ICLR 2026Withdrawn
二作
7.8
21

Mixture of Inputs: Text Generation Beyond Discrete Token Sampling

NeurIPS 2025Poster
7.3
17

Codifying Character Logic in Role-Playing

NeurIPS 2025Poster
二作
6.8
35

OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models

ICLR 2025Poster
6.5
26

Correlation and Navigation in the Vocabulary Key Representation Space of Language Models

ICLR 2025Poster
三作
6.4
26

Training Language Models to Generate Quality Code with Program Analysis Feedback

NeurIPS 2025Poster
通讯
6.3
15

RRO: LLM Agent Optimization Through Rising Reward Trajectories

COLM 2025Poster
6.0
21

Vector-ICL: In-context Learning with Continuous Vector Representations

ICLR 2025Poster
6.0
13

A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models

COLM 2025Poster
5.5
21

Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

ICLR 2025Poster
4.8
21

CoMMIT: Coordinated Instruction Tuning for Multimodal Large Language Models

ICLR 2025Rejected
4.7
5

How To Be A Good Teacher? Process Strong Pretrained Models For Effective Knowledge Distillation

ICLR 2025Rejected
3.0
5

Model-diff: A Tool for Comparative Study of Language Models in the Input Space

ICLR 2025Withdrawn
通讯
合作者 (20)